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[Udemy] Statistics for Data Science and Business Analysis (2020)
Size 2.77 GB
Files 252
Info Hash: 39E19F1078E4E293D7F311D14CF6F7EB6B13B135
Indexed 2020-12-01 00:00:00
Updated 2020-12-01 00:00:00
📂 File List (252)
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05 Practical example descriptive statistics/026 Practical example.mp4
160.46 MB
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01 Introduction/001 Statistics-Glossary.xlsx
20.26 KB
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01 Introduction/001 What does the course cover.en.srt
5.6 KB
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01 Introduction/001 What does the course cover.mp4
68.63 MB
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01 Introduction/002 Download all resources.html
1.54 KB
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02 Sample or population data/003 Course-notes-descriptive-statistics.pdf
482.21 KB
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02 Sample or population data/003 Glossary.xlsx
19.97 KB
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02 Sample or population data/003 Understanding the difference between a population and a sample.en.srt
5.47 KB
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02 Sample or population data/003 Understanding the difference between a population and a sample.mp4
58.04 MB
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03 The fundamentals of descriptive statistics/004 Course-notes-descriptive-statistics.pdf
482.21 KB
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03 The fundamentals of descriptive statistics/004 The various types of data we can work with.en.srt
5.89 KB
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03 The fundamentals of descriptive statistics/004 The various types of data we can work with.mp4
72.58 MB
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03 The fundamentals of descriptive statistics/005 Levels of measurement.en.srt
4.42 KB
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03 The fundamentals of descriptive statistics/005 Levels of measurement.mp4
54.37 MB
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03 The fundamentals of descriptive statistics/006 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx
30.77 KB
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03 The fundamentals of descriptive statistics/006 Categorical variables. Visualization techniques for categorical variables.en.srt
6.21 KB
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03 The fundamentals of descriptive statistics/006 Categorical variables. Visualization techniques for categorical variables.mp4
38.47 MB
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03 The fundamentals of descriptive statistics/007 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx
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03 The fundamentals of descriptive statistics/007 2.3.Categorical-variables.Visualization-techniques-exercise.xlsx
15.24 KB
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03 The fundamentals of descriptive statistics/007 Categorical variables. Visualization techniques. Exercise.html
979 B
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03 The fundamentals of descriptive statistics/007 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf
289.12 KB
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03 The fundamentals of descriptive statistics/008 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx
11.44 KB
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03 The fundamentals of descriptive statistics/008 Numerical variables. Using a frequency distribution table.en.srt
4.12 KB
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03 The fundamentals of descriptive statistics/008 Numerical variables. Using a frequency distribution table.mp4
25.84 MB
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03 The fundamentals of descriptive statistics/009 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx
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03 The fundamentals of descriptive statistics/009 2.4.Numerical-variables.Frequency-distribution-table-exercise.xlsx
11.75 KB
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03 The fundamentals of descriptive statistics/009 Numerical variables. Using a frequency distribution table. Exercise.html
989 B
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03 The fundamentals of descriptive statistics/010 2.5.The-Histogram-lesson.xlsx
18.63 KB
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03 The fundamentals of descriptive statistics/010 Histogram charts.en.srt
3 KB
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03 The fundamentals of descriptive statistics/010 Histogram charts.mp4
13.78 MB
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03 The fundamentals of descriptive statistics/011 2.5.The-Histogram-exercise-solution.xlsx
17.1 KB
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03 The fundamentals of descriptive statistics/011 2.5.The-Histogram-exercise.xlsx
15.5 KB
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03 The fundamentals of descriptive statistics/011 Histogram charts. Exercise.html
948 B
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03 The fundamentals of descriptive statistics/011 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf
289.12 KB
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03 The fundamentals of descriptive statistics/012 2.6.Cross-table-and-scatter-plot.xlsx
26.12 KB
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03 The fundamentals of descriptive statistics/012 Cross tables and scatter plots.en.srt
6.38 KB
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03 The fundamentals of descriptive statistics/012 Cross tables and scatter plots.mp4
39.8 MB
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03 The fundamentals of descriptive statistics/013 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx
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03 The fundamentals of descriptive statistics/013 2.6.Cross-table-and-scatter-plot-exercise.xlsx
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03 The fundamentals of descriptive statistics/013 Cross tables and scatter plots. Exercise.html
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04 Measures of central tendency asymmetry and variability/014 2.7.Mean-median-and-mode-lesson.xlsx
10.49 KB
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04 Measures of central tendency asymmetry and variability/014 The main measures of central tendency mean median and mode.en.srt
5.4 KB
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04 Measures of central tendency asymmetry and variability/014 The main measures of central tendency mean median and mode.mp4
37.11 MB
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04 Measures of central tendency asymmetry and variability/015 2.7.Mean-median-and-mode-exercise-solution.xlsx
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04 Measures of central tendency asymmetry and variability/015 2.7.Mean-median-and-mode-exercise.xlsx
10.87 KB
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04 Measures of central tendency asymmetry and variability/015 Mean median and mode. Exercise.html
952 B
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04 Measures of central tendency asymmetry and variability/016 2.8.Skewness-lesson.xlsx
34.63 KB
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04 Measures of central tendency asymmetry and variability/016 Measuring skewness.en.srt
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04 Measures of central tendency asymmetry and variability/016 Measuring skewness.mp4
19.41 MB
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04 Measures of central tendency asymmetry and variability/017 2.8.Skewness-exercise-solution.xlsx
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04 Measures of central tendency asymmetry and variability/017 2.8.Skewness-exercise.xlsx
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04 Measures of central tendency asymmetry and variability/017 Skewness. Exercise.html
940 B
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04 Measures of central tendency asymmetry and variability/018 2.9.Variance-lesson.xlsx
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04 Measures of central tendency asymmetry and variability/018 Measuring how data is spread out calculating variance.en.srt
7.19 KB
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04 Measures of central tendency asymmetry and variability/018 Measuring how data is spread out calculating variance.mp4
50.93 MB
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04 Measures of central tendency asymmetry and variability/019 2.9.Variance-exercise-solution.xlsx
11.05 KB
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04 Measures of central tendency asymmetry and variability/019 2.9.Variance-exercise.xlsx
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04 Measures of central tendency asymmetry and variability/019 Variance. Exercise.html
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04 Measures of central tendency asymmetry and variability/020 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx
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04 Measures of central tendency asymmetry and variability/020 Standard deviation and coefficient of variation.en.srt
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04 Measures of central tendency asymmetry and variability/020 Standard deviation and coefficient of variation.mp4
45.2 MB
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04 Measures of central tendency asymmetry and variability/021 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx
12.6 KB
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04 Measures of central tendency asymmetry and variability/021 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx
11.61 KB
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04 Measures of central tendency asymmetry and variability/021 Standard deviation and coefficient of variation. Exercise.html
979 B
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04 Measures of central tendency asymmetry and variability/022 2.11.Covariance-lesson.xlsx
24.92 KB
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04 Measures of central tendency asymmetry and variability/022 Calculating and understanding covariance.en.srt
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04 Measures of central tendency asymmetry and variability/022 Calculating and understanding covariance.mp4
27.47 MB
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04 Measures of central tendency asymmetry and variability/023 2.11.Covariance-exercise-solution.xlsx
29.51 KB
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04 Measures of central tendency asymmetry and variability/023 2.11.Covariance-exercise.xlsx
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04 Measures of central tendency asymmetry and variability/023 Covariance. Exercise.html
942 B
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04 Measures of central tendency asymmetry and variability/024 2.12.Correlation-lesson.xlsx
24.99 KB
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04 Measures of central tendency asymmetry and variability/024 The correlation coefficient.en.srt
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04 Measures of central tendency asymmetry and variability/024 The correlation coefficient.mp4
29.4 MB
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04 Measures of central tendency asymmetry and variability/025 2.12.Correlation-exercise-solution.xlsx
29.48 KB
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04 Measures of central tendency asymmetry and variability/025 2.12.Correlation-exercise.xlsx
29.3 KB
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04 Measures of central tendency asymmetry and variability/025 Correlation coefficient.html
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05 Practical example descriptive statistics/026 2.13.Practical-example.Descriptive-statistics-lesson.xlsx
146.51 KB
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05 Practical example descriptive statistics/026 Practical example.en.srt
19.07 KB
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Data Science Statistics for Data Scientists and Business Analysis Udemy.URL
260 B
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05 Practical example descriptive statistics/027 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx
146.38 KB
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05 Practical example descriptive statistics/027 2.13.Practical-example.Descriptive-statistics-exercise.xlsx
120.28 KB
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05 Practical example descriptive statistics/027 Practical example descriptive statistics.html
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06 Distributions/028 Course-notes-inferential-statistics.pdf
382.32 KB
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06 Distributions/028 Introduction to inferential statistics.en.srt
1.56 KB
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06 Distributions/028 Introduction to inferential statistics.mp4
15.47 MB
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06 Distributions/029 3.2.What-is-a-distribution-lesson.xlsx
19.46 KB
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06 Distributions/029 Course-notes-inferential-statistics.pdf
382.32 KB
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06 Distributions/029 What is a distribution.en.srt
5.56 KB
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06 Distributions/029 What is a distribution.mp4
61.61 MB
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06 Distributions/030 The Normal distribution.en.srt
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06 Distributions/030 The Normal distribution.mp4
49.86 MB
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06 Distributions/031 3.4.Standard-normal-distribution-lesson.xlsx
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06 Distributions/031 The standard normal distribution.en.srt
3.74 KB
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06 Distributions/031 The standard normal distribution.mp4
22.5 MB
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06 Distributions/032 3.4.Standard-normal-distribution-exercise-solution.xlsx
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06 Distributions/032 3.4.Standard-normal-distribution-exercise.xlsx
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06 Distributions/032 Standard Normal Distribution. Exercise.html
960 B
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06 Distributions/033 Understanding the central limit theorem.en.srt
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06 Distributions/033 Understanding the central limit theorem.mp4
62.89 MB
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06 Distributions/034 Standard error.en.srt
1.88 KB
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06 Distributions/034 Standard error.mp4
22.76 MB
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07 Estimators and estimates/035 Working with estimators and estimates.en.srt
3.64 KB
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07 Estimators and estimates/035 Working with estimators and estimates.mp4
47.83 MB
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07 Estimators and estimates/036 Confidence intervals - an invaluable tool for decision making.en.srt
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07 Estimators and estimates/036 Confidence intervals - an invaluable tool for decision making.mp4
49.93 MB
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07 Estimators and estimates/037 3.9.Population-variance-known-z-score-lesson.xlsx
11.21 KB
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07 Estimators and estimates/037 3.9.The-z-table.xlsx
25.58 KB
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07 Estimators and estimates/037 Calculating confidence intervals within a population with a known variance.en.srt
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07 Estimators and estimates/037 Calculating confidence intervals within a population with a known variance.mp4
78.21 MB
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07 Estimators and estimates/038 3.9.Population-variance-known-z-score-exercise-solution.xlsx
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07 Estimators and estimates/038 3.9.Population-variance-known-z-score-exercise.xlsx
10.83 KB
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07 Estimators and estimates/038 3.9.The-z-table.xlsx
25.58 KB
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07 Estimators and estimates/038 Confidence intervals. Population variance known. Exercise.html
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07 Estimators and estimates/039 Confidence interval clarifications.en.srt
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07 Estimators and estimates/039 Confidence interval clarifications.mp4
57.11 MB
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07 Estimators and estimates/040 Students T distribution.en.srt
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07 Estimators and estimates/040 Students T distribution.mp4
35.4 MB
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07 Estimators and estimates/041 3.11.Population-variance-unknown-t-score-lesson.xlsx
10.78 KB
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07 Estimators and estimates/041 3.11.The-t-table.xlsx
15.85 KB
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07 Estimators and estimates/041 Calculating confidence intervals within a population with an unknown variance.en.srt
4.97 KB
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07 Estimators and estimates/041 Calculating confidence intervals within a population with an unknown variance.mp4
32.18 MB
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07 Estimators and estimates/042 3.11.Population-variance-unknown-t-score-exercise-solution.xlsx
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07 Estimators and estimates/042 3.11.Population-variance-unknown-t-score-exercise.xlsx
10.62 KB
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07 Estimators and estimates/042 3.11.The-t-table.xlsx
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07 Estimators and estimates/042 Population variance unknown. T-score. Exercise.html
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07 Estimators and estimates/043 What is a margin of error and why is it important in Statistics.en.srt
6.15 KB
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07 Estimators and estimates/043 What is a margin of error and why is it important in Statistics.mp4
47.21 MB
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08 Confidence intervals advanced topics/044 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx
10.47 KB
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08 Confidence intervals advanced topics/044 Calculating confidence intervals for two means with dependent samples.en.srt
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08 Confidence intervals advanced topics/044 Calculating confidence intervals for two means with dependent samples.mp4
70.49 MB
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08 Confidence intervals advanced topics/045 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx
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08 Confidence intervals advanced topics/045 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise.xlsx
13.74 KB
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08 Confidence intervals advanced topics/045 Confidence intervals. Two means. Dependent samples. Exercise.html
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08 Confidence intervals advanced topics/046 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx
9.83 KB
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08 Confidence intervals advanced topics/046 Calculating confidence intervals for two means with independent samples (part 1).en.srt
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08 Confidence intervals advanced topics/046 Calculating confidence intervals for two means with independent samples (part 1).mp4
28.75 MB
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08 Confidence intervals advanced topics/047 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx
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08 Confidence intervals advanced topics/047 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise.xlsx
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08 Confidence intervals advanced topics/047 Confidence intervals. Two means. Independent samples (Part 1). Exercise.html
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08 Confidence intervals advanced topics/048 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx
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08 Confidence intervals advanced topics/048 Calculating confidence intervals for two means with independent samples (part 2).en.srt
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08 Confidence intervals advanced topics/048 Calculating confidence intervals for two means with independent samples (part 2).mp4
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08 Confidence intervals advanced topics/049 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx
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08 Confidence intervals advanced topics/049 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise.xlsx
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08 Confidence intervals advanced topics/049 Confidence intervals. Two means. Independent samples (Part 2). Exercise.html
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08 Confidence intervals advanced topics/050 Calculating confidence intervals for two means with independent samples (part 3).en.srt
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08 Confidence intervals advanced topics/050 Calculating confidence intervals for two means with independent samples (part 3).mp4
19.88 MB
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09 Practical example inferential statistics/051 3.17.Practical-example.Confidence-intervals-lesson.xlsx
1.74 MB
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09 Practical example inferential statistics/051 Practical example inferential statistics.en.srt
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09 Practical example inferential statistics/051 Practical example inferential statistics.mp4
102.59 MB
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09 Practical example inferential statistics/052 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx
1.82 MB
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09 Practical example inferential statistics/052 3.17.Practical-example.Confidence-intervals-exercise.xlsx
1.73 MB
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09 Practical example inferential statistics/052 Practical example inferential statistics.html
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10 Hypothesis testing Introduction/053 Course-notes-hypothesis-testing.pdf
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10 Hypothesis testing Introduction/053 The null and the alternative hypothesis.en.srt
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10 Hypothesis testing Introduction/053 The null and the alternative hypothesis.mp4
92.15 MB
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10 Hypothesis testing Introduction/054 Further reading on null and alternative hypotheses.html
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10 Hypothesis testing Introduction/055 Course-notes-hypothesis-testing.pdf
648.2 KB
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10 Hypothesis testing Introduction/055 Establishing a rejection region and a significance level.en.srt
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10 Hypothesis testing Introduction/055 Establishing a rejection region and a significance level.mp4
82.53 MB
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10 Hypothesis testing Introduction/056 Type I error vs Type II error.en.srt
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10 Hypothesis testing Introduction/056 Type I error vs Type II error.mp4
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11 Hypothesis testing Lets start testing/057 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx
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11 Hypothesis testing Lets start testing/057 Test for the mean. Population variance known.en.srt
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11 Hypothesis testing Lets start testing/057 Test for the mean. Population variance known.mp4
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11 Hypothesis testing Lets start testing/058 4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx
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11 Hypothesis testing Lets start testing/058 4.4.Test-for-the-mean.Population-variance-known-exercise.xlsx
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11 Hypothesis testing Lets start testing/058 Test for the mean. Population variance known. Exercise.html
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11 Hypothesis testing Lets start testing/059 Online-p-value-calculator.pdf
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11 Hypothesis testing Lets start testing/059 What is the p-value and why is it one of the most useful tools for statisticians.en.srt
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11 Hypothesis testing Lets start testing/059 What is the p-value and why is it one of the most useful tools for statisticians.mp4
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11 Hypothesis testing Lets start testing/060 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx
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11 Hypothesis testing Lets start testing/060 Test for the mean. Population variance unknown.en.srt
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11 Hypothesis testing Lets start testing/060 Test for the mean. Population variance unknown.mp4
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11 Hypothesis testing Lets start testing/061 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx
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11 Hypothesis testing Lets start testing/061 4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx
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11 Hypothesis testing Lets start testing/061 Test for the mean. Population variance unknown. Exercise.html
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11 Hypothesis testing Lets start testing/062 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx
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11 Hypothesis testing Lets start testing/062 Test for the mean. Dependent samples.en.srt
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11 Hypothesis testing Lets start testing/062 Test for the mean. Dependent samples.mp4
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11 Hypothesis testing Lets start testing/063 4.7.Test-for-the-mean.Dependent-samples-exercise-solution.xlsx
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11 Hypothesis testing Lets start testing/063 4.7.Test-for-the-mean.Dependent-samples-exercise.xlsx
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11 Hypothesis testing Lets start testing/063 Test for the mean. Dependent samples. Exercise.html
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11 Hypothesis testing Lets start testing/064 4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx
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11 Hypothesis testing Lets start testing/064 Test for the mean. Independent samples (Part 1).en.srt
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11 Hypothesis testing Lets start testing/064 Test for the mean. Independent samples (Part 1).mp4
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11 Hypothesis testing Lets start testing/065 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx
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11 Hypothesis testing Lets start testing/065 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx
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11 Hypothesis testing Lets start testing/065 Test for the mean. Independent samples (Part 1).html
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11 Hypothesis testing Lets start testing/066 4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx
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11 Hypothesis testing Lets start testing/066 Test for the mean. Independent samples (Part 2).en.srt
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11 Hypothesis testing Lets start testing/066 Test for the mean. Independent samples (Part 2).mp4
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11 Hypothesis testing Lets start testing/067 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx
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11 Hypothesis testing Lets start testing/067 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx
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11 Hypothesis testing Lets start testing/067 Test for the mean. Independent samples (Part 2). Exercise.html
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12 Practical example hypothesis testing/068 4.10.Hypothesis-testing-section-practical-example.xlsx
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12 Practical example hypothesis testing/068 Practical example hypothesis testing.en.srt
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12 Practical example hypothesis testing/068 Practical example hypothesis testing.mp4
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12 Practical example hypothesis testing/069 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx
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12 Practical example hypothesis testing/069 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx
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12 Practical example hypothesis testing/069 Practical example hypothesis testing.html
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13 The fundamentals of regression analysis/070 Introduction to regression analysis.en.srt
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13 The fundamentals of regression analysis/070 Introduction to regression analysis.mp4
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13 The fundamentals of regression analysis/071 5.2.Correlation-and-causation-lesson.xlsx
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13 The fundamentals of regression analysis/071 Correlation and causation.en.srt
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13 The fundamentals of regression analysis/071 Correlation and causation.mp4
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13 The fundamentals of regression analysis/072 The linear regression model made easy.en.srt
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13 The fundamentals of regression analysis/072 The linear regression model made easy.mp4
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13 The fundamentals of regression analysis/073 What is the difference between correlation and regression.en.srt
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13 The fundamentals of regression analysis/073 What is the difference between correlation and regression.mp4
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13 The fundamentals of regression analysis/074 A geometrical representation of the linear regression model.en.srt
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13 The fundamentals of regression analysis/074 A geometrical representation of the linear regression model.mp4
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13 The fundamentals of regression analysis/075 5.6.Example-lesson.xlsx
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13 The fundamentals of regression analysis/075 A practical example - Reinforced learning.en.srt
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13 The fundamentals of regression analysis/075 A practical example - Reinforced learning.mp4
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14 Subtleties of regression analysis/076 Decomposing the linear regression model - understanding its nuts and bolts.en.srt
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14 Subtleties of regression analysis/076 Decomposing the linear regression model - understanding its nuts and bolts.mp4
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14 Subtleties of regression analysis/077 What is R-squared and how does it help us.en.srt
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14 Subtleties of regression analysis/077 What is R-squared and how does it help us.mp4
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14 Subtleties of regression analysis/078 The ordinary least squares setting and its practical applications.en.srt
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14 Subtleties of regression analysis/078 The ordinary least squares setting and its practical applications.mp4
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14 Subtleties of regression analysis/079 5.10.Regression-tables-lesson.xlsx
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14 Subtleties of regression analysis/079 Studying regression tables.en.srt
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14 Subtleties of regression analysis/080 5.10.Regression-tables-exercise-solution.xlsx
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14 Subtleties of regression analysis/082 5.12.Adjusted-R-squared-lesson.xlsx
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14 Subtleties of regression analysis/083 What does the F-statistic show us and why do we need to understand it.en.srt
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