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Udemy - Statistics for Data Science and Business Analysis [720p - WEB HD - H264 - AAC]
Size 554.82 MB
Files 273
Info Hash: 67F5854A31CA6C7037B303D7BF10EC772E6A7075
Indexed 2021-04-07 17:19:43
Updated 2021-04-07 17:19:43
📂 File List (273)
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TutsGalaxy.com.txt
41 B
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04 Measures of central tendency_ asymmetry_ and variability/016 Skewness_ Exercise.html
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04 Measures of central tendency_ asymmetry_ and variability/018 Variance_ Exercise.html
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04 Measures of central tendency_ asymmetry_ and variability/022 Covariance_ Exercise.html
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04 Measures of central tendency_ asymmetry_ and variability/024 Correlation coefficient.html
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14 Subtleties of regression analysis/076 Regression tables_ Exercise.html
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03 The fundamentals of descriptive statistics/010 Histogram charts_ Exercise.html
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04 Measures of central tendency_ asymmetry_ and variability/014 Mean_ median_ mode_ Exercise.html
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12 Practical example_ hypothesis testing/065 Practical example_ hypothesis testing.html
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06 Distributions/031 Standard Normal Distribution_ Exercise.html
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03 The fundamentals of descriptive statistics/012 Cross tables and scatter plots_ Exercise.html
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05 Practical example_ descriptive statistics/026 Practical example_ descriptive statistics.html
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09 Practical example_ inferential statistics/050 Practical example_ inferential statistics.html
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11 Hypothesis testing_ Let's start testing!/060 Test for the mean_ Dependent samples_ Exercise.html
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07 Estimators and estimates/040 Population variance unknown_ T-score_ Exercise.html
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11 Hypothesis testing_ Let's start testing!/055 Test for the mean_ Population variance known_ Exercise.html
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11 Hypothesis testing_ Let's start testing!/058 Test for the mean_ Population variance uknown_ Exercise.html
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11 Hypothesis testing_ Let's start testing!/063 Test for the mean_ Independent samples (Part 2)_ Exercise.html
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03 The fundamentals of descriptive statistics/006 Categorical variables_ Visualization techniques_ Exercise.html
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07 Estimators and estimates/037 Confidence intervals_ Population variance known_ Exercise.html
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04 Measures of central tendency_ asymmetry_ and variability/020 Standard deviation and coefficient of variation_ Exercise.html
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08 Confidence intervals_ advanced topics/043 Confidence intervals_ Two means_ Dependent samples_ Exercise.html
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03 The fundamentals of descriptive statistics/008 Numerical variables_ Using a frequency distribution table_ Exercise.html
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08 Confidence intervals_ advanced topics/045 Confidence intervals_ Two means_ Independent samples (Part 1)_ Exercise.html
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08 Confidence intervals_ advanced topics/047 Confidence intervals_ Two means_ Independent samples (Part 2)_ Exercise.html
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13 The fundamentals of regression analysis/066 Introduction to regression analysis-subtitle-en.vtt
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13 The fundamentals of regression analysis/066 Introduction to regression analysis-subtitle-en.srt
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13 The fundamentals of regression analysis/070 A geometrical representation of the linear regression model-subtitle-en.vtt
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06 Distributions/027 Introduction to inferential statistics-subtitle-en.vtt
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06 Distributions/033 Standard error-subtitle-en.vtt
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13 The fundamentals of regression analysis/070 A geometrical representation of the linear regression model-subtitle-en.srt
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13 The fundamentals of regression analysis/069 What is the difference between correlation and regression_-subtitle-en.vtt
1.76 KB
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08 Confidence intervals_ advanced topics/048 Calculating confidence intervals for two means with independent samples (part 3)-subtitle-en.vtt
1.78 KB
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06 Distributions/027 Introduction to inferential statistics-subtitle-en.srt
1.79 KB
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06 Distributions/033 Standard error-subtitle-en.srt
1.97 KB
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13 The fundamentals of regression analysis/069 What is the difference between correlation and regression_-subtitle-en.srt
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15 Assumptions for linear regression analysis/081 A1_ Linearity-subtitle-en.vtt
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08 Confidence intervals_ advanced topics/048 Calculating confidence intervals for two means with independent samples (part 3)-subtitle-en.srt
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15 Assumptions for linear regression analysis/081 A1_ Linearity-subtitle-en.srt
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14 Subtleties of regression analysis/079 What does the F-statistic show us and why we need to understand it_-subtitle-en.vtt
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14 Subtleties of regression analysis/074 The ordinary least squares setting and its practical applications-subtitle-en.vtt
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14 Subtleties of regression analysis/072 Decomposing the linear regression model - understanding its nuts and bolts-subtitle-en.vtt
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15 Assumptions for linear regression analysis/080 OLS assumptions-subtitle-en.vtt
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14 Subtleties of regression analysis/079 What does the F-statistic show us and why we need to understand it_-subtitle-en.srt
2.71 KB
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14 Subtleties of regression analysis/074 The ordinary least squares setting and its practical applications-subtitle-en.srt
2.76 KB
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07 Estimators and estimates/035 Confidence intervals - an invaluable tool for decision making-subtitle-en.vtt
2.76 KB
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03 The fundamentals of descriptive statistics/009 Histogram charts-subtitle-en.vtt
2.83 KB
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07 Estimators and estimates/034 Working with estimators and estimates-subtitle-en.vtt
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14 Subtleties of regression analysis/077 The multivariate linear regression model-subtitle-en.vtt
3 KB
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15 Assumptions for linear regression analysis/080 OLS assumptions-subtitle-en.srt
3 KB
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14 Subtleties of regression analysis/072 Decomposing the linear regression model - understanding its nuts and bolts-subtitle-en.srt
3.02 KB
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07 Estimators and estimates/035 Confidence intervals - an invaluable tool for decision making-subtitle-en.srt
3.14 KB
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03 The fundamentals of descriptive statistics/009 Histogram charts-subtitle-en.srt
3.2 KB
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06 Distributions/030 The standard normal distribution-subtitle-en.vtt
3.2 KB
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04 Measures of central tendency_ asymmetry_ and variability/015 Measuring skewness-subtitle-en.vtt
3.24 KB
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03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.vtt
3.28 KB
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07 Estimators and estimates/034 Working with estimators and estimates-subtitle-en.srt
3.4 KB
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14 Subtleties of regression analysis/077 The multivariate linear regression model-subtitle-en.srt
3.44 KB
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03 The fundamentals of descriptive statistics/007 Numerical variables_ Using a frequency distribution table-subtitle-en.vtt
3.67 KB
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06 Distributions/030 The standard normal distribution-subtitle-en.srt
3.68 KB
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04 Measures of central tendency_ asymmetry_ and variability/015 Measuring skewness-subtitle-en.srt
3.69 KB
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03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.srt
3.72 KB
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03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.vtt
3.77 KB
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07 Estimators and estimates/038 Student's T distribution-subtitle-en.vtt
3.79 KB
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15 Assumptions for linear regression analysis/084 A4_ No autocorrelation-subtitle-en.vtt
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15 Assumptions for linear regression analysis/085 A5_ No multicollinearity-subtitle-en.vtt
4 KB
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08 Confidence intervals_ advanced topics/046 Calculating confidence intervals for two means with independent samples (part 2)-subtitle-en.vtt
4.07 KB
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10 Hypothesis testing_ Introduction/053 Type I error vs Type II error-subtitle-en.vtt
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06 Distributions/028 What is a distribution_-subtitle-en.vtt
4.17 KB
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04 Measures of central tendency_ asymmetry_ and variability/021 Calculating and understanding covariance-subtitle-en.vtt
4.17 KB
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03 The fundamentals of descriptive statistics/007 Numerical variables_ Using a frequency distribution table-subtitle-en.srt
4.18 KB
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06 Distributions/029 The Normal distribution-subtitle-en.vtt
4.26 KB
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01 Introduction/001 What does the course cover_-subtitle-en.vtt
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03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.srt
4.29 KB
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07 Estimators and estimates/038 Student's T distribution-subtitle-en.srt
4.31 KB
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15 Assumptions for linear regression analysis/084 A4_ No autocorrelation-subtitle-en.srt
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11 Hypothesis testing_ Let's start testing!/056 What is the p-value and why is it one of the most useful tool for statisticians_-subtitle-en.vtt
4.46 KB
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06 Distributions/032 Understanding the central limit theorem-subtitle-en.vtt
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11 Hypothesis testing_ Let's start testing!/061 Test for the mean_ Independent samples (Part 1)-subtitle-en.vtt
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15 Assumptions for linear regression analysis/085 A5_ No multicollinearity-subtitle-en.srt
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11 Hypothesis testing_ Let's start testing!/062 Test for the mean_ Independent samples (Part 2)-subtitle-en.vtt
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15 Assumptions for linear regression analysis/082 A2_ No endogeneity-subtitle-en.vtt
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08 Confidence intervals_ advanced topics/046 Calculating confidence intervals for two means with independent samples (part 2)-subtitle-en.srt
4.66 KB
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10 Hypothesis testing_ Introduction/053 Type I error vs Type II error-subtitle-en.srt
4.69 KB
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03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.vtt
4.78 KB
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04 Measures of central tendency_ asymmetry_ and variability/021 Calculating and understanding covariance-subtitle-en.srt
4.78 KB
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06 Distributions/028 What is a distribution_-subtitle-en.srt
4.82 KB
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01 Introduction/001 What does the course cover_-subtitle-en.srt
4.82 KB
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06 Distributions/029 The Normal distribution-subtitle-en.srt
4.83 KB
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04 Measures of central tendency_ asymmetry_ and variability/023 The correlation coefficient-subtitle-en.vtt
4.96 KB
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13 The fundamentals of regression analysis/067 Correlation and causation-subtitle-en.vtt
5 KB
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10 Hypothesis testing_ Introduction/052 Establishing a rejection region and a significance level-subtitle-en.vtt
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07 Estimators and estimates/039 Calculating confidence intervals within a population with an unknown variance-subtitle-en.vtt
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11 Hypothesis testing_ Let's start testing!/056 What is the p-value and why is it one of the most useful tool for statisticians_-subtitle-en.srt
5.04 KB
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14 Subtleties of regression analysis/075 Studying regression tables-subtitle-en.vtt
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06 Distributions/032 Understanding the central limit theorem-subtitle-en.srt
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11 Hypothesis testing_ Let's start testing!/061 Test for the mean_ Independent samples (Part 1)-subtitle-en.srt
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04 Measures of central tendency_ asymmetry_ and variability/013 The main measures of central tendency_ mean_ median_ mode-subtitle-en.vtt
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11 Hypothesis testing_ Let's start testing!/057 Test for the mean_ Population variance unknown-subtitle-en.vtt
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11 Hypothesis testing_ Let's start testing!/062 Test for the mean_ Independent samples (Part 2)-subtitle-en.srt
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15 Assumptions for linear regression analysis/082 A2_ No endogeneity-subtitle-en.srt
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08 Confidence intervals_ advanced topics/044 Calculating confidence intervals for two means with independent samples (part 1)-subtitle-en.vtt
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03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.srt
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07 Estimators and estimates/041 What is a margin of error and why is it important in Statistics_-subtitle-en.vtt
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02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.vtt
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08 Confidence intervals_ advanced topics/042 Calculating confidence intervals for two means with dependent samples-subtitle-en.vtt
5.52 KB
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16 Dealing with categorical data/086 Dummy variables-subtitle-en.vtt
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11 Hypothesis testing_ Let's start testing!/059 Test for the mean_ Dependent samples-subtitle-en.vtt
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04 Measures of central tendency_ asymmetry_ and variability/023 The correlation coefficient-subtitle-en.srt
5.63 KB
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14 Subtleties of regression analysis/078 Adjusted R-squared-subtitle-en.vtt
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10 Hypothesis testing_ Introduction/052 Establishing a rejection region and a significance level-subtitle-en.srt
5.68 KB
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04 Measures of central tendency_ asymmetry_ and variability/019 Standard deviation and coefficient of variation-subtitle-en.vtt
5.73 KB
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13 The fundamentals of regression analysis/067 Correlation and causation-subtitle-en.srt
5.73 KB
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14 Subtleties of regression analysis/073 What is R-squared and how does it help us_-subtitle-en.vtt
5.74 KB
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07 Estimators and estimates/039 Calculating confidence intervals within a population with an unknown variance-subtitle-en.srt
5.76 KB
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14 Subtleties of regression analysis/075 Studying regression tables-subtitle-en.srt
5.86 KB
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03 The fundamentals of descriptive statistics/011 Cross tables and scatter plots-subtitle-en.vtt
5.89 KB
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10 Hypothesis testing_ Introduction/051 The null and the alternative hypothesis-subtitle-en.vtt
5.92 KB
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04 Measures of central tendency_ asymmetry_ and variability/013 The main measures of central tendency_ mean_ median_ mode-subtitle-en.srt
5.94 KB
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15 Assumptions for linear regression analysis/083 A3_ Normality and homoscedasticity-subtitle-en.vtt
5.99 KB
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11 Hypothesis testing_ Let's start testing!/057 Test for the mean_ Population variance unknown-subtitle-en.srt
6.02 KB
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02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.srt
6.07 KB
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13 The fundamentals of regression analysis/068 The linear regression model made easy-subtitle-en.vtt
6.14 KB
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08 Confidence intervals_ advanced topics/044 Calculating confidence intervals for two means with independent samples (part 1)-subtitle-en.srt
6.14 KB
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07 Estimators and estimates/041 What is a margin of error and why is it important in Statistics_-subtitle-en.srt
6.21 KB
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08 Confidence intervals_ advanced topics/042 Calculating confidence intervals for two means with dependent samples-subtitle-en.srt
6.27 KB
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11 Hypothesis testing_ Let's start testing!/059 Test for the mean_ Dependent samples-subtitle-en.srt
6.4 KB
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16 Dealing with categorical data/086 Dummy variables-subtitle-en.srt
6.43 KB
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13 The fundamentals of regression analysis/071 A practical example - Reinforced learning-subtitle-en.vtt
6.44 KB
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14 Subtleties of regression analysis/078 Adjusted R-squared-subtitle-en.srt
6.45 KB
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14 Subtleties of regression analysis/073 What is R-squared and how does it help us_-subtitle-en.srt
6.5 KB
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04 Measures of central tendency_ asymmetry_ and variability/019 Standard deviation and coefficient of variation-subtitle-en.srt
6.58 KB
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04 Measures of central tendency_ asymmetry_ and variability/017 Measuring how data is spread out_ calculating variance-subtitle-en.vtt
6.7 KB
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03 The fundamentals of descriptive statistics/011 Cross tables and scatter plots-subtitle-en.srt
6.7 KB
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10 Hypothesis testing_ Introduction/051 The null and the alternative hypothesis-subtitle-en.srt
6.76 KB
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15 Assumptions for linear regression analysis/083 A3_ Normality and homoscedasticity-subtitle-en.srt
6.9 KB
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13 The fundamentals of regression analysis/068 The linear regression model made easy-subtitle-en.srt
7.06 KB
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11 Hypothesis testing_ Let's start testing!/054 Test for the mean_ Population variance known-subtitle-en.vtt
7.18 KB
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13 The fundamentals of regression analysis/071 A practical example - Reinforced learning-subtitle-en.srt
7.4 KB
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07 Estimators and estimates/036 Calculating confidence intervals within a population with a known variance-subtitle-en.vtt
7.4 KB
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12 Practical example_ hypothesis testing/064 Practical example_ hypothesis testing-subtitle-en.vtt
7.42 KB
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04 Measures of central tendency_ asymmetry_ and variability/017 Measuring how data is spread out_ calculating variance-subtitle-en.srt
7.65 KB
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11 Hypothesis testing_ Let's start testing!/054 Test for the mean_ Population variance known-subtitle-en.srt
8.23 KB
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07 Estimators and estimates/036 Calculating confidence intervals within a population with a known variance-subtitle-en.srt
8.39 KB
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12 Practical example_ hypothesis testing/064 Practical example_ hypothesis testing-subtitle-en.srt
8.5 KB
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11 Hypothesis testing_ Let's start testing!/062 4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx
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08 Confidence intervals_ advanced topics/046 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx
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11 Hypothesis testing_ Let's start testing!/061 4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx
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11 Hypothesis testing_ Let's start testing!/059 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx
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08 Confidence intervals_ advanced topics/047 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx
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08 Confidence intervals_ advanced topics/044 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx
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04 Measures of central tendency_ asymmetry_ and variability/017 2.9.Variance-lesson.xlsx
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08 Confidence intervals_ advanced topics/045 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx
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11 Hypothesis testing_ Let's start testing!/063 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-solution.xlsx
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06 Distributions/030 3.4.Standard-normal-distribution-lesson.xlsx
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08 Confidence intervals_ advanced topics/042 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx
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04 Measures of central tendency_ asymmetry_ and variability/013 2.7.Mean-median-and-mode-lesson.xlsx
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13 The fundamentals of regression analysis/067 5.2.Correlation-and-causation-lesson.xlsx
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11 Hypothesis testing_ Let's start testing!/054 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx
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04 Measures of central tendency_ asymmetry_ and variability/019 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx
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03 The fundamentals of descriptive statistics/007 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx
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04 Measures of central tendency_ asymmetry_ and variability/018 2.9.Variance-exercise-solution.xlsx
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11 Hypothesis testing_ Let's start testing!/055 4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx
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04 Measures of central tendency_ asymmetry_ and variability/014 2.7.Mean-median-and-mode-exercise-solution.xlsx
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09 Practical example_ inferential statistics/049 Practical example_ inferential statistics-subtitle-en.vtt
11.47 KB
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11 Hypothesis testing_ Let's start testing!/058 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx
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14 Subtleties of regression analysis/075 5.10.Regression-tables-lesson.xlsx
12.37 KB
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04 Measures of central tendency_ asymmetry_ and variability/020 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx
12.37 KB
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14 Subtleties of regression analysis/076 5.10.Regression-tables-exercise-solution.xlsx
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03 The fundamentals of descriptive statistics/008 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx
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09 Practical example_ inferential statistics/049 Practical example_ inferential statistics-subtitle-en.srt
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14 Subtleties of regression analysis/078 5.12.Adjusted-R-squared-lesson.xlsx
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08 Confidence intervals_ advanced topics/043 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx
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11 Hypothesis testing_ Let's start testing!/057 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx
14.37 KB
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11 Hypothesis testing_ Let's start testing!/060 4.7.Test-for-the-mean.Dependent-samples-exercise-solution.xlsx
14.4 KB
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17 Practical example_ regression analysis/087 Practical example_ regression analysis-subtitle-en.vtt
15.28 KB
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07 Estimators and estimates/039 3.11.The-t-table.xlsx
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07 Estimators and estimates/040 3.11.The-t-table.xlsx
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03 The fundamentals of descriptive statistics/010 2.5.The-Histogram-exercise-solution.xlsx
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05 Practical example_ descriptive statistics/025 Practical example-subtitle-en.vtt
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17 Practical example_ regression analysis/087 Practical example_ regression analysis-subtitle-en.srt
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07 Estimators and estimates/036 3.9.The-z-table.xlsx
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07 Estimators and estimates/037 3.9.The-z-table.xlsx
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03 The fundamentals of descriptive statistics/009 2.5.The-Histogram-lesson.xlsx
18.63 KB
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04 Measures of central tendency_ asymmetry_ and variability/016 2.8.Skewness-exercise-solution.xlsx
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01 Introduction/001 Glossary.xlsx
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05 Practical example_ descriptive statistics/025 Practical example-subtitle-en.srt
20.03 KB
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06 Distributions/031 3.4.Standard-normal-distribution-exercise-solution.xlsx
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16 Dealing with categorical data/086 5.20.Dummy-variables-lesson.xlsx
23.95 KB
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04 Measures of central tendency_ asymmetry_ and variability/021 2.11.Covariance-lesson.xlsx
24.92 KB
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04 Measures of central tendency_ asymmetry_ and variability/023 2.12.Correlation-lesson.xlsx
24.99 KB
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03 The fundamentals of descriptive statistics/011 2.6.Cross-table-and-scatter-plot.xlsx
26.12 KB
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04 Measures of central tendency_ asymmetry_ and variability/024 2.12.Correlation-exercise-solution.xlsx
29.48 KB
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04 Measures of central tendency_ asymmetry_ and variability/022 2.11.Covariance-exercise-solution.xlsx
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03 The fundamentals of descriptive statistics/005 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx
30.23 KB
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13 The fundamentals of regression analysis/071 5.6.Example-lesson.xlsx
31.27 KB
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04 Measures of central tendency_ asymmetry_ and variability/015 2.8.Skewness-lesson.xlsx
34.63 KB
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03 The fundamentals of descriptive statistics/012 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx
40.44 KB
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03 The fundamentals of descriptive statistics/006 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx
41.11 KB
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12 Practical example_ hypothesis testing/065 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx
43.38 KB
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12 Practical example_ hypothesis testing/064 4.10.Hypothesis-testing-section-practical-example.xlsx
51.92 KB
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05 Practical example_ descriptive statistics/026 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx
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05 Practical example_ descriptive statistics/025 2.13.Practical-example.Descriptive-statistics-lesson.xlsx
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02 Sample or population data_/002 Course-notes-descriptive-statistics.pdf
833.48 KB
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03 The fundamentals of descriptive statistics/003 Course-notes-descriptive-statistics.pdf
833.48 KB
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06 Distributions/027 Course-notes-inferential-statistics.pdf
990.23 KB
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06 Distributions/028 Course-notes-inferential-statistics.pdf
990.23 KB
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11 Hypothesis testing_ Let's start testing!/056 Online-p-value-calculator.pdf
1.22 MB
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13 The fundamentals of regression analysis/070 A geometrical representation of the linear regression model.mp4
1.7 MB
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09 Practical example_ inferential statistics/050 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx
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09 Practical example_ inferential statistics/049 3.17.Practical-example.Confidence-intervals-lesson.xlsx
1.74 MB
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13 The fundamentals of regression analysis/066 Introduction to regression analysis.mp4
1.86 MB
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13 The fundamentals of regression analysis/069 What is the difference between correlation and regression_.mp4
2.12 MB
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08 Confidence intervals_ advanced topics/048 Calculating confidence intervals for two means with independent samples (part 3).mp4
2.25 MB
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06 Distributions/027 Introduction to inferential statistics.mp4
2.46 MB
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15 Assumptions for linear regression analysis/081 A1_ Linearity.mp4
2.55 MB
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06 Distributions/033 Standard error.mp4
3.01 MB
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14 Subtleties of regression analysis/079 What does the F-statistic show us and why we need to understand it_.mp4
3.08 MB
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15 Assumptions for linear regression analysis/080 OLS assumptions.mp4
3.56 MB
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14 Subtleties of regression analysis/072 Decomposing the linear regression model - understanding its nuts and bolts.mp4
3.76 MB
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03 The fundamentals of descriptive statistics/009 Histogram charts.mp4
4.27 MB
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14 Subtleties of regression analysis/077 The multivariate linear regression model.mp4
4.44 MB
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06 Distributions/030 The standard normal distribution.mp4
4.58 MB
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07 Estimators and estimates/034 Working with estimators and estimates.mp4
4.64 MB
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14 Subtleties of regression analysis/074 The ordinary least squares setting and its practical applications.mp4
4.64 MB
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04 Measures of central tendency_ asymmetry_ and variability/015 Measuring skewness.mp4
4.78 MB
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15 Assumptions for linear regression analysis/085 A5_ No multicollinearity.mp4
5.39 MB
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15 Assumptions for linear regression analysis/084 A4_ No autocorrelation.mp4
5.44 MB
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06 Distributions/029 The Normal distribution.mp4
5.6 MB
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06 Distributions/028 What is a distribution_.mp4
5.64 MB
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04 Measures of central tendency_ asymmetry_ and variability/021 Calculating and understanding covariance.mp4
5.73 MB
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03 The fundamentals of descriptive statistics/007 Numerical variables_ Using a frequency distribution table.mp4
5.77 MB
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08 Confidence intervals_ advanced topics/046 Calculating confidence intervals for two means with independent samples (part 2).mp4
6 MB
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07 Estimators and estimates/035 Confidence intervals - an invaluable tool for decision making.mp4
6.05 MB
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07 Estimators and estimates/039 Calculating confidence intervals within a population with an unknown variance.mp4
6.43 MB
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11 Hypothesis testing_ Let's start testing!/056 What is the p-value and why is it one of the most useful tool for statisticians_.mp4
6.59 MB
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11 Hypothesis testing_ Let's start testing!/062 Test for the mean_ Independent samples (Part 2).mp4
6.74 MB
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03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables.mp4
6.87 MB
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13 The fundamentals of regression analysis/067 Correlation and causation.mp4
7.02 MB
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08 Confidence intervals_ advanced topics/044 Calculating confidence intervals for two means with independent samples (part 1).mp4
7.03 MB
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14 Subtleties of regression analysis/075 Studying regression tables.mp4
7.04 MB
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10 Hypothesis testing_ Introduction/052 Establishing a rejection region and a significance level.mp4
7.2 MB
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11 Hypothesis testing_ Let's start testing!/059 Test for the mean_ Dependent samples.mp4
7.37 MB
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11 Hypothesis testing_ Let's start testing!/057 Test for the mean_ Population variance unknown.mp4
7.38 MB
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10 Hypothesis testing_ Introduction/053 Type I error vs Type II error.mp4
7.66 MB
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11 Hypothesis testing_ Let's start testing!/061 Test for the mean_ Independent samples (Part 1).mp4
7.88 MB
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16 Dealing with categorical data/086 Dummy variables.mp4
8 MB
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04 Measures of central tendency_ asymmetry_ and variability/023 The correlation coefficient.mp4
8.06 MB
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14 Subtleties of regression analysis/073 What is R-squared and how does it help us_.mp4
8.31 MB
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03 The fundamentals of descriptive statistics/011 Cross tables and scatter plots.mp4
8.65 MB
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03 The fundamentals of descriptive statistics/004 Levels of measurement.mp4
8.8 MB
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13 The fundamentals of regression analysis/071 A practical example - Reinforced learning.mp4
8.86 MB
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04 Measures of central tendency_ asymmetry_ and variability/017 Measuring how data is spread out_ calculating variance.mp4
8.96 MB
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06 Distributions/032 Understanding the central limit theorem.mp4
9.18 MB
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10 Hypothesis testing_ Introduction/051 The null and the alternative hypothesis.mp4
9.35 MB
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15 Assumptions for linear regression analysis/082 A2_ No endogeneity.mp4
9.42 MB
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13 The fundamentals of regression analysis/068 The linear regression model made easy.mp4
9.49 MB
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04 Measures of central tendency_ asymmetry_ and variability/013 The main measures of central tendency_ mean_ median_ mode.mp4
9.98 MB
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07 Estimators and estimates/041 What is a margin of error and why is it important in Statistics_.mp4
10.2 MB
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07 Estimators and estimates/038 Student's T distribution.mp4
10.25 MB
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11 Hypothesis testing_ Let's start testing!/054 Test for the mean_ Population variance known.mp4
10.73 MB
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04 Measures of central tendency_ asymmetry_ and variability/019 Standard deviation and coefficient of variation.mp4
10.78 MB
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03 The fundamentals of descriptive statistics/003 The various types of data we can work with.mp4
11.01 MB
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02 Sample or population data_/002 Understanding the difference between a population and a sample.mp4
11.36 MB
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15 Assumptions for linear regression analysis/083 A3_ Normality and homoscedasticity.mp4
11.38 MB
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08 Confidence intervals_ advanced topics/042 Calculating confidence intervals for two means with dependent samples.mp4
11.46 MB
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14 Subtleties of regression analysis/078 Adjusted R-squared.mp4
11.9 MB
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07 Estimators and estimates/036 Calculating confidence intervals within a population with a known variance.mp4
12.48 MB
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01 Introduction/001 What does the course cover_.mp4
12.68 MB
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12 Practical example_ hypothesis testing/064 Practical example_ hypothesis testing.mp4
19.95 MB
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09 Practical example_ inferential statistics/049 Practical example_ inferential statistics.mp4
25.25 MB
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05 Practical example_ descriptive statistics/025 Practical example.mp4
41.29 MB
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17 Practical example_ regression analysis/087 Practical example_ regression analysis.mp4
42.44 MB
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