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581.8 MB

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275

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97FB25A73382F1FB2EA8B9CCFA54B3B07735C10F

/01 Introduction/

001 Glossary.xlsx

20.4 KB

001 What does the course cover_.mp4

13.3 MB

001 What does the course cover_-subtitle-en.srt

4.9 KB

001 What does the course cover_-subtitle-en.vtt

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/02 Sample or population data_/

002 Course-notes-descriptive-statistics.pdf

853.5 KB

002 Understanding the difference between a population and a sample.mp4

11.9 MB

002 Understanding the difference between a population and a sample-subtitle-en.srt

6.2 KB

002 Understanding the difference between a population and a sample-subtitle-en.vtt

5.7 KB

/03 The fundamentals of descriptive statistics/

003 Course-notes-descriptive-statistics.pdf

853.5 KB

003 The various types of data we can work with.mp4

11.5 MB

003 The various types of data we can work with-subtitle-en.srt

4.4 KB

003 The various types of data we can work with-subtitle-en.vtt

3.9 KB

004 Levels of measurement.mp4

9.2 MB

004 Levels of measurement-subtitle-en.srt

3.8 KB

004 Levels of measurement-subtitle-en.vtt

3.4 KB

005 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx

31.0 KB

005 Categorical variables_ Visualization techniques for categorical variables.mp4

7.2 MB

005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.srt

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005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.vtt

4.9 KB

006 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx

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006 Categorical variables_ Visualization techniques_ Exercise.html

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007 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx

11.3 KB

007 Numerical variables_ Using a frequency distribution table.mp4

6.1 MB

007 Numerical variables_ Using a frequency distribution table-subtitle-en.srt

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007 Numerical variables_ Using a frequency distribution table-subtitle-en.vtt

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008 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx

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008 Numerical variables_ Using a frequency distribution table_ Exercise.html

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009 2.5.The-Histogram-lesson.xlsx

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009 Histogram charts.mp4

4.5 MB

009 Histogram charts-subtitle-en.srt

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009 Histogram charts-subtitle-en.vtt

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010 2.5.The-Histogram-exercise-solution.xlsx

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010 Histogram charts_ Exercise.html

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011 2.6.Cross-table-and-scatter-plot.xlsx

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011 Cross tables and scatter plots.mp4

9.1 MB

011 Cross tables and scatter plots-subtitle-en.srt

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011 Cross tables and scatter plots-subtitle-en.vtt

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012 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx

41.4 KB

012 Cross tables and scatter plots_ Exercise.html

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/04 Measures of central tendency_ asymmetry_ and variability/

013 2.7.Mean-median-and-mode-lesson.xlsx

10.7 KB

013 The main measures of central tendency_ mean_ median_ mode.mp4

10.5 MB

013 The main measures of central tendency_ mean_ median_ mode-subtitle-en.srt

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013 The main measures of central tendency_ mean_ median_ mode-subtitle-en.vtt

5.3 KB

014 2.7.Mean-median-and-mode-exercise-solution.xlsx

11.6 KB

014 Mean_ median_ mode_ Exercise.html

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015 2.8.Skewness-lesson.xlsx

35.5 KB

015 Measuring skewness.mp4

5.0 MB

015 Measuring skewness-subtitle-en.srt

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015 Measuring skewness-subtitle-en.vtt

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016 2.8.Skewness-exercise-solution.xlsx

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016 Skewness_ Exercise.html

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017 2.9.Variance-lesson.xlsx

10.3 KB

017 Measuring how data is spread out_ calculating variance.mp4

9.4 MB

017 Measuring how data is spread out_ calculating variance-subtitle-en.srt

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017 Measuring how data is spread out_ calculating variance-subtitle-en.vtt

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018 2.9.Variance-exercise-solution.xlsx

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018 Variance_ Exercise.html

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019 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx

11.2 KB

019 Standard deviation and coefficient of variation.mp4

11.3 MB

019 Standard deviation and coefficient of variation-subtitle-en.srt

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019 Standard deviation and coefficient of variation-subtitle-en.vtt

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020 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx

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020 Standard deviation and coefficient of variation_ Exercise.html

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021 2.11.Covariance-lesson.xlsx

25.5 KB

021 Calculating and understanding covariance.mp4

6.0 MB

021 Calculating and understanding covariance-subtitle-en.srt

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021 Calculating and understanding covariance-subtitle-en.vtt

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022 2.11.Covariance-exercise-solution.xlsx

30.2 KB

022 Covariance_ Exercise.html

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023 2.12.Correlation-lesson.xlsx

25.6 KB

023 The correlation coefficient.mp4

8.4 MB

023 The correlation coefficient-subtitle-en.srt

5.8 KB

023 The correlation coefficient-subtitle-en.vtt

5.1 KB

024 2.12.Correlation-exercise-solution.xlsx

30.2 KB

024 Correlation coefficient.html

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/05 Practical example_ descriptive statistics/

025 2.13.Practical-example.Descriptive-statistics-lesson.xlsx

150.4 KB

025 Practical example.mp4

43.3 MB

025 Practical example-subtitle-en.srt

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025 Practical example-subtitle-en.vtt

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026 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx

150.0 KB

026 Practical example_ descriptive statistics.html

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/06 Distributions/

027 Course-notes-inferential-statistics.pdf

1.0 MB

027 Introduction to inferential statistics.mp4

2.6 MB

027 Introduction to inferential statistics-subtitle-en.srt

1.8 KB

027 Introduction to inferential statistics-subtitle-en.vtt

1.6 KB

028 Course-notes-inferential-statistics.pdf

1.0 MB

028 What is a distribution_.mp4

5.9 MB

028 What is a distribution_-subtitle-en.srt

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028 What is a distribution_-subtitle-en.vtt

4.3 KB

029 The Normal distribution.mp4

5.9 MB

029 The Normal distribution-subtitle-en.srt

4.9 KB

029 The Normal distribution-subtitle-en.vtt

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030 3.4.Standard-normal-distribution-lesson.xlsx

10.6 KB

030 The standard normal distribution.mp4

4.8 MB

030 The standard normal distribution-subtitle-en.srt

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030 The standard normal distribution-subtitle-en.vtt

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031 3.4.Standard-normal-distribution-exercise-solution.xlsx

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031 Standard Normal Distribution_ Exercise.html

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032 Understanding the central limit theorem.mp4

9.6 MB

032 Understanding the central limit theorem-subtitle-en.srt

5.3 KB

032 Understanding the central limit theorem-subtitle-en.vtt

4.6 KB

033 Standard error.mp4

3.2 MB

033 Standard error-subtitle-en.srt

2.0 KB

033 Standard error-subtitle-en.vtt

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/07 Estimators and estimates/

034 Working with estimators and estimates.mp4

4.9 MB

034 Working with estimators and estimates-subtitle-en.srt

3.5 KB

034 Working with estimators and estimates-subtitle-en.vtt

3.0 KB

035 Confidence intervals - an invaluable tool for decision making.mp4

6.3 MB

035 Confidence intervals - an invaluable tool for decision making-subtitle-en.srt

3.2 KB

035 Confidence intervals - an invaluable tool for decision making-subtitle-en.vtt

2.8 KB

036 3.9.The-z-table.xlsx

18.9 KB

036 Calculating confidence intervals within a population with a known variance.mp4

13.1 MB

036 Calculating confidence intervals within a population with a known variance-subtitle-en.srt

8.6 KB

036 Calculating confidence intervals within a population with a known variance-subtitle-en.vtt

7.6 KB

037 3.9.The-z-table.xlsx

18.9 KB

037 Confidence intervals_ Population variance known_ Exercise.html

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038 Student's T distribution.mp4

10.7 MB

038 Student's T distribution-subtitle-en.srt

4.4 KB

038 Student's T distribution-subtitle-en.vtt

3.9 KB

039 3.11.The-t-table.xlsx

16.2 KB

039 Calculating confidence intervals within a population with an unknown variance.mp4

6.7 MB

039 Calculating confidence intervals within a population with an unknown variance-subtitle-en.srt

5.9 KB

039 Calculating confidence intervals within a population with an unknown variance-subtitle-en.vtt

5.1 KB

040 3.11.The-t-table.xlsx

16.2 KB

040 Population variance unknown_ T-score_ Exercise.html

1.3 KB

041 What is a margin of error and why is it important in Statistics_.mp4

10.7 MB

041 What is a margin of error and why is it important in Statistics_-subtitle-en.srt

6.4 KB

041 What is a margin of error and why is it important in Statistics_-subtitle-en.vtt

5.6 KB

/08 Confidence intervals_ advanced topics/

042 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx

10.7 KB

042 Calculating confidence intervals for two means with dependent samples.mp4

12.0 MB

042 Calculating confidence intervals for two means with dependent samples-subtitle-en.srt

6.4 KB

042 Calculating confidence intervals for two means with dependent samples-subtitle-en.vtt

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043 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx

14.6 KB

043 Confidence intervals_ Two means_ Dependent samples_ Exercise.html

1.3 KB

044 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx

10.1 KB

044 Calculating confidence intervals for two means with independent samples (part 1).mp4

7.4 MB

044 Calculating confidence intervals for two means with independent samples (part 1)-subtitle-en.srt

6.3 KB

044 Calculating confidence intervals for two means with independent samples (part 1)-subtitle-en.vtt

5.5 KB

045 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx

10.4 KB

045 Confidence intervals_ Two means_ Independent samples (Part 1)_ Exercise.html

1.3 KB

046 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx

9.7 KB

046 Calculating confidence intervals for two means with independent samples (part 2).mp4

6.3 MB

046 Calculating confidence intervals for two means with independent samples (part 2)-subtitle-en.srt

4.8 KB

046 Calculating confidence intervals for two means with independent samples (part 2)-subtitle-en.vtt

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047 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx

10.0 KB

047 Confidence intervals_ Two means_ Independent samples (Part 2)_ Exercise.html

1.3 KB

048 Calculating confidence intervals for two means with independent samples (part 3).mp4

2.4 MB

048 Calculating confidence intervals for two means with independent samples (part 3)-subtitle-en.srt

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048 Calculating confidence intervals for two means with independent samples (part 3)-subtitle-en.vtt

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/09 Practical example_ inferential statistics/

049 3.17.Practical-example.Confidence-intervals-lesson.xlsx

1.8 MB

049 Practical example_ inferential statistics.mp4

26.5 MB

049 Practical example_ inferential statistics-subtitle-en.srt

13.5 KB

049 Practical example_ inferential statistics-subtitle-en.vtt

11.7 KB

050 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx

1.8 MB

050 Practical example_ inferential statistics.html

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/10 Hypothesis testing_ Introduction/

051 The null and the alternative hypothesis.mp4

9.8 MB

051 The null and the alternative hypothesis-subtitle-en.srt

6.9 KB

051 The null and the alternative hypothesis-subtitle-en.vtt

6.1 KB

052 Establishing a rejection region and a significance level.mp4

7.6 MB

052 Establishing a rejection region and a significance level-subtitle-en.srt

5.8 KB

052 Establishing a rejection region and a significance level-subtitle-en.vtt

5.1 KB

053 Type I error vs Type II error.mp4

8.0 MB

053 Type I error vs Type II error-subtitle-en.srt

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053 Type I error vs Type II error-subtitle-en.vtt

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/11 Hypothesis testing_ Let's start testing!/

054 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx

11.2 KB

054 Test for the mean_ Population variance known.mp4

11.2 MB

054 Test for the mean_ Population variance known-subtitle-en.srt

8.4 KB

054 Test for the mean_ Population variance known-subtitle-en.vtt

7.4 KB

055 4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx

11.5 KB

055 Test for the mean_ Population variance known_ Exercise.html

1.3 KB

056 Online-p-value-calculator.pdf

1.3 MB

056 What is the p-value and why is it one of the most useful tool for statisticians_.mp4

6.9 MB

056 What is the p-value and why is it one of the most useful tool for statisticians_-subtitle-en.srt

5.2 KB

056 What is the p-value and why is it one of the most useful tool for statisticians_-subtitle-en.vtt

4.6 KB

057 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx

14.7 KB

057 Test for the mean_ Population variance unknown.mp4

7.7 MB

057 Test for the mean_ Population variance unknown-subtitle-en.srt

6.2 KB

057 Test for the mean_ Population variance unknown-subtitle-en.vtt

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058 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx

12.1 KB

058 Test for the mean_ Population variance uknown_ Exercise.html

1.3 KB

059 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx

10.0 KB

059 Test for the mean_ Dependent samples.mp4

7.7 MB

059 Test for the mean_ Dependent samples-subtitle-en.srt

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059 Test for the mean_ Dependent samples-subtitle-en.vtt

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060 4.7.Test-for-the-mean.Dependent-samples-exercise-solution.xlsx

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060 Test for the mean_ Dependent samples_ Exercise.html

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061 4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx

9.9 KB

061 Test for the mean_ Independent samples (Part 1).mp4

8.3 MB

061 Test for the mean_ Independent samples (Part 1)-subtitle-en.srt

5.3 KB

061 Test for the mean_ Independent samples (Part 1)-subtitle-en.vtt

4.6 KB

062 4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx

9.5 KB

062 Test for the mean_ Independent samples (Part 2).mp4

7.1 MB

062 Test for the mean_ Independent samples (Part 2)-subtitle-en.srt

5.4 KB

062 Test for the mean_ Independent samples (Part 2)-subtitle-en.vtt

4.7 KB

063 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-solution.xlsx

10.5 KB

063 Test for the mean_ Independent samples (Part 2)_ Exercise.html

1.3 KB

/12 Practical example_ hypothesis testing/

064 4.10.Hypothesis-testing-section-practical-example.xlsx

53.2 KB

064 Practical example_ hypothesis testing.mp4

20.9 MB

064 Practical example_ hypothesis testing-subtitle-en.srt

8.7 KB

064 Practical example_ hypothesis testing-subtitle-en.vtt

7.6 KB

065 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx

44.4 KB

065 Practical example_ hypothesis testing.html

1.2 KB

/13 The fundamentals of regression analysis/

066 Introduction to regression analysis.mp4

1.9 MB

066 Introduction to regression analysis-subtitle-en.srt

1.5 KB

066 Introduction to regression analysis-subtitle-en.vtt

1.4 KB

067 5.2.Correlation-and-causation-lesson.xlsx

10.9 KB

067 Correlation and causation.mp4

7.4 MB

067 Correlation and causation-subtitle-en.srt

5.9 KB

067 Correlation and causation-subtitle-en.vtt

5.1 KB

068 The linear regression model made easy.mp4

10.0 MB

068 The linear regression model made easy-subtitle-en.srt

7.2 KB

068 The linear regression model made easy-subtitle-en.vtt

6.3 KB

069 What is the difference between correlation and regression_.mp4

2.2 MB

069 What is the difference between correlation and regression_-subtitle-en.srt

2.1 KB

069 What is the difference between correlation and regression_-subtitle-en.vtt

1.8 KB

070 A geometrical representation of the linear regression model.mp4

1.8 MB

070 A geometrical representation of the linear regression model-subtitle-en.srt

1.8 KB

070 A geometrical representation of the linear regression model-subtitle-en.vtt

1.6 KB

071 5.6.Example-lesson.xlsx

32.0 KB

071 A practical example - Reinforced learning.mp4

9.3 MB

071 A practical example - Reinforced learning-subtitle-en.srt

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071 A practical example - Reinforced learning-subtitle-en.vtt

6.6 KB

/14 Subtleties of regression analysis/

072 Decomposing the linear regression model - understanding its nuts and bolts.mp4

3.9 MB

072 Decomposing the linear regression model - understanding its nuts and bolts-subtitle-en.srt

3.1 KB

072 Decomposing the linear regression model - understanding its nuts and bolts-subtitle-en.vtt

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073 What is R-squared and how does it help us_.mp4

8.7 MB

073 What is R-squared and how does it help us_-subtitle-en.srt

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073 What is R-squared and how does it help us_-subtitle-en.vtt

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074 The ordinary least squares setting and its practical applications.mp4

4.9 MB

074 The ordinary least squares setting and its practical applications-subtitle-en.srt

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074 The ordinary least squares setting and its practical applications-subtitle-en.vtt

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075 5.10.Regression-tables-lesson.xlsx

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075 Studying regression tables.mp4

7.4 MB

075 Studying regression tables-subtitle-en.srt

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075 Studying regression tables-subtitle-en.vtt

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076 5.10.Regression-tables-exercise-solution.xlsx

12.8 KB

076 Regression tables_ Exercise.html

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077 The multivariate linear regression model.mp4

4.7 MB

077 The multivariate linear regression model-subtitle-en.srt

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077 The multivariate linear regression model-subtitle-en.vtt

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078 5.12.Adjusted-R-squared-lesson.xlsx

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078 Adjusted R-squared.mp4

12.5 MB

078 Adjusted R-squared-subtitle-en.srt

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078 Adjusted R-squared-subtitle-en.vtt

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079 What does the F-statistic show us and why we need to understand it_.mp4

3.2 MB

079 What does the F-statistic show us and why we need to understand it_-subtitle-en.srt

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079 What does the F-statistic show us and why we need to understand it_-subtitle-en.vtt

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/15 Assumptions for linear regression analysis/

080 OLS assumptions.mp4

3.7 MB

080 OLS assumptions-subtitle-en.srt

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080 OLS assumptions-subtitle-en.vtt

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081 A1_ Linearity.mp4

2.7 MB

081 A1_ Linearity-subtitle-en.srt

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081 A1_ Linearity-subtitle-en.vtt

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082 A2_ No endogeneity.mp4

9.9 MB

082 A2_ No endogeneity-subtitle-en.srt

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082 A2_ No endogeneity-subtitle-en.vtt

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083 A3_ Normality and homoscedasticity.mp4

11.9 MB

083 A3_ Normality and homoscedasticity-subtitle-en.srt

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083 A3_ Normality and homoscedasticity-subtitle-en.vtt

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084 A4_ No autocorrelation.mp4

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084 A4_ No autocorrelation-subtitle-en.srt

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084 A4_ No autocorrelation-subtitle-en.vtt

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085 A5_ No multicollinearity.mp4

5.6 MB

085 A5_ No multicollinearity-subtitle-en.srt

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085 A5_ No multicollinearity-subtitle-en.vtt

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/16 Dealing with categorical data/

086 5.20.Dummy-variables-lesson.xlsx

24.5 KB

086 Dummy variables.mp4

8.4 MB

086 Dummy variables-subtitle-en.srt

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086 Dummy variables-subtitle-en.vtt

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/17 Practical example_ regression analysis/

087 Practical example_ regression analysis.mp4

44.5 MB

087 Practical example_ regression analysis-subtitle-en.srt

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087 Practical example_ regression analysis-subtitle-en.vtt

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Total files 275


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