[FreeCourseSite.com] Udemy - Statistics for Data Science and Business Analysis

Creation Time	Sept. 26, 2024, 6:42 a.m.
Last Access Time	Feb. 20, 2025, 1:44 a.m.
File Size	554.8 MB
Keywords	and Statistics FreeCourseSite for Data - Analysis Udemy Science Business com
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Total Files	274
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17 Practical example_ regression analysis/087 Practical example_ regression analysis.mp4 42.4 MB
05 Practical example_ descriptive statistics/025 Practical example.mp4 41.3 MB
09 Practical example_ inferential statistics/049 Practical example_ inferential statistics.mp4 25.3 MB
12 Practical example_ hypothesis testing/064 Practical example_ hypothesis testing.mp4 20.0 MB
01 Introduction/001 What does the course cover_.mp4 12.7 MB
07 Estimators and estimates/036 Calculating confidence intervals within a population with a known variance.mp4 12.5 MB
14 Subtleties of regression analysis/078 Adjusted R-squared.mp4 11.9 MB
08 Confidence intervals_ advanced topics/042 Calculating confidence intervals for two means with dependent samples.mp4 11.5 MB
15 Assumptions for linear regression analysis/083 A3_ Normality and homoscedasticity.mp4 11.4 MB
02 Sample or population data_/002 Understanding the difference between a population and a sample.mp4 11.4 MB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with.mp4 11.0 MB
04 Measures of central tendency_ asymmetry_ and variability/019 Standard deviation and coefficient of variation.mp4 10.8 MB
11 Hypothesis testing_ Let's start testing!/054 Test for the mean_ Population variance known.mp4 10.7 MB
07 Estimators and estimates/038 Student's T distribution.mp4 10.2 MB
07 Estimators and estimates/041 What is a margin of error and why is it important in Statistics_.mp4 10.2 MB
04 Measures of central tendency_ asymmetry_ and variability/013 The main measures of central tendency_ mean_ median_ mode.mp4 10.0 MB
13 The fundamentals of regression analysis/068 The linear regression model made easy.mp4 9.5 MB
15 Assumptions for linear regression analysis/082 A2_ No endogeneity.mp4 9.4 MB
10 Hypothesis testing_ Introduction/051 The null and the alternative hypothesis.mp4 9.4 MB
06 Distributions/032 Understanding the central limit theorem.mp4 9.2 MB
04 Measures of central tendency_ asymmetry_ and variability/017 Measuring how data is spread out_ calculating variance.mp4 9.0 MB
13 The fundamentals of regression analysis/071 A practical example - Reinforced learning.mp4 8.9 MB
03 The fundamentals of descriptive statistics/004 Levels of measurement.mp4 8.8 MB
03 The fundamentals of descriptive statistics/011 Cross tables and scatter plots.mp4 8.6 MB
14 Subtleties of regression analysis/073 What is R-squared and how does it help us_.mp4 8.3 MB
04 Measures of central tendency_ asymmetry_ and variability/023 The correlation coefficient.mp4 8.1 MB
16 Dealing with categorical data/086 Dummy variables.mp4 8.0 MB
11 Hypothesis testing_ Let's start testing!/061 Test for the mean_ Independent samples (Part 1).mp4 7.9 MB
10 Hypothesis testing_ Introduction/053 Type I error vs Type II error.mp4 7.7 MB
11 Hypothesis testing_ Let's start testing!/057 Test for the mean_ Population variance unknown.mp4 7.4 MB
11 Hypothesis testing_ Let's start testing!/059 Test for the mean_ Dependent samples.mp4 7.4 MB
10 Hypothesis testing_ Introduction/052 Establishing a rejection region and a significance level.mp4 7.2 MB
14 Subtleties of regression analysis/075 Studying regression tables.mp4 7.0 MB
08 Confidence intervals_ advanced topics/044 Calculating confidence intervals for two means with independent samples (part 1).mp4 7.0 MB
13 The fundamentals of regression analysis/067 Correlation and causation.mp4 7.0 MB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables.mp4 6.9 MB
11 Hypothesis testing_ Let's start testing!/062 Test for the mean_ Independent samples (Part 2).mp4 6.7 MB
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 6.6 MB
07 Estimators and estimates/039 Calculating confidence intervals within a population with an unknown variance.mp4 6.4 MB
07 Estimators and estimates/035 Confidence intervals - an invaluable tool for decision making.mp4 6.1 MB
08 Confidence intervals_ advanced topics/046 Calculating confidence intervals for two means with independent samples (part 2).mp4 6.0 MB
03 The fundamentals of descriptive statistics/007 Numerical variables_ Using a frequency distribution table.mp4 5.8 MB
04 Measures of central tendency_ asymmetry_ and variability/021 Calculating and understanding covariance.mp4 5.7 MB
06 Distributions/028 What is a distribution_.mp4 5.6 MB
06 Distributions/029 The Normal distribution.mp4 5.6 MB
15 Assumptions for linear regression analysis/084 A4_ No autocorrelation.mp4 5.4 MB
15 Assumptions for linear regression analysis/085 A5_ No multicollinearity.mp4 5.4 MB
04 Measures of central tendency_ asymmetry_ and variability/015 Measuring skewness.mp4 4.8 MB
14 Subtleties of regression analysis/074 The ordinary least squares setting and its practical applications.mp4 4.6 MB
07 Estimators and estimates/034 Working with estimators and estimates.mp4 4.6 MB
06 Distributions/030 The standard normal distribution.mp4 4.6 MB
14 Subtleties of regression analysis/077 The multivariate linear regression model.mp4 4.4 MB
03 The fundamentals of descriptive statistics/009 Histogram charts.mp4 4.3 MB
14 Subtleties of regression analysis/072 Decomposing the linear regression model - understanding its nuts and bolts.mp4 3.8 MB
15 Assumptions for linear regression analysis/080 OLS assumptions.mp4 3.6 MB
14 Subtleties of regression analysis/079 What does the F-statistic show us and why we need to understand it_.mp4 3.1 MB
06 Distributions/033 Standard error.mp4 3.0 MB
15 Assumptions for linear regression analysis/081 A1_ Linearity.mp4 2.6 MB
06 Distributions/027 Introduction to inferential statistics.mp4 2.5 MB
08 Confidence intervals_ advanced topics/048 Calculating confidence intervals for two means with independent samples (part 3).mp4 2.2 MB
13 The fundamentals of regression analysis/069 What is the difference between correlation and regression_.mp4 2.1 MB
13 The fundamentals of regression analysis/066 Introduction to regression analysis.mp4 1.9 MB
09 Practical example_ inferential statistics/049 3.17.Practical-example.Confidence-intervals-lesson.xlsx 1.7 MB
09 Practical example_ inferential statistics/050 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx 1.7 MB
13 The fundamentals of regression analysis/070 A geometrical representation of the linear regression model.mp4 1.7 MB
11 Hypothesis testing_ Let's start testing!/056 Online-p-value-calculator.pdf 1.2 MB
06 Distributions/027 Course-notes-inferential-statistics.pdf 990.2 KB
06 Distributions/028 Course-notes-inferential-statistics.pdf 990.2 KB
02 Sample or population data_/002 Course-notes-descriptive-statistics.pdf 833.5 KB
03 The fundamentals of descriptive statistics/003 Course-notes-descriptive-statistics.pdf 833.5 KB
05 Practical example_ descriptive statistics/025 2.13.Practical-example.Descriptive-statistics-lesson.xlsx 146.8 KB
05 Practical example_ descriptive statistics/026 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx 146.5 KB
12 Practical example_ hypothesis testing/064 4.10.Hypothesis-testing-section-practical-example.xlsx 51.9 KB
12 Practical example_ hypothesis testing/065 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx 43.4 KB
03 The fundamentals of descriptive statistics/006 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx 41.1 KB
03 The fundamentals of descriptive statistics/012 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx 40.4 KB
04 Measures of central tendency_ asymmetry_ and variability/015 2.8.Skewness-lesson.xlsx 34.6 KB
13 The fundamentals of regression analysis/071 5.6.Example-lesson.xlsx 31.3 KB
03 The fundamentals of descriptive statistics/005 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx 30.2 KB
04 Measures of central tendency_ asymmetry_ and variability/022 2.11.Covariance-exercise-solution.xlsx 29.5 KB
04 Measures of central tendency_ asymmetry_ and variability/024 2.12.Correlation-exercise-solution.xlsx 29.5 KB
03 The fundamentals of descriptive statistics/011 2.6.Cross-table-and-scatter-plot.xlsx 26.1 KB
04 Measures of central tendency_ asymmetry_ and variability/023 2.12.Correlation-lesson.xlsx 25.0 KB
04 Measures of central tendency_ asymmetry_ and variability/021 2.11.Covariance-lesson.xlsx 24.9 KB
16 Dealing with categorical data/086 5.20.Dummy-variables-lesson.xlsx 24.0 KB
06 Distributions/031 3.4.Standard-normal-distribution-exercise-solution.xlsx 23.7 KB
05 Practical example_ descriptive statistics/025 Practical example-subtitle-en.srt 20.0 KB
01 Introduction/001 Glossary.xlsx 20.0 KB
04 Measures of central tendency_ asymmetry_ and variability/016 2.8.Skewness-exercise-solution.xlsx 19.8 KB
03 The fundamentals of descriptive statistics/009 2.5.The-Histogram-lesson.xlsx 18.6 KB
07 Estimators and estimates/036 3.9.The-z-table.xlsx 18.5 KB
07 Estimators and estimates/037 3.9.The-z-table.xlsx 18.5 KB
17 Practical example_ regression analysis/087 Practical example_ regression analysis-subtitle-en.srt 17.6 KB
05 Practical example_ descriptive statistics/025 Practical example-subtitle-en.vtt 17.3 KB
03 The fundamentals of descriptive statistics/010 2.5.The-Histogram-exercise-solution.xlsx 16.8 KB
07 Estimators and estimates/039 3.11.The-t-table.xlsx 15.8 KB
07 Estimators and estimates/040 3.11.The-t-table.xlsx 15.8 KB
17 Practical example_ regression analysis/087 Practical example_ regression analysis-subtitle-en.vtt 15.3 KB
11 Hypothesis testing_ Let's start testing!/060 4.7.Test-for-the-mean.Dependent-samples-exercise-solution.xlsx 14.4 KB
11 Hypothesis testing_ Let's start testing!/057 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx 14.4 KB
08 Confidence intervals_ advanced topics/043 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx 14.2 KB
14 Subtleties of regression analysis/078 5.12.Adjusted-R-squared-lesson.xlsx 14.0 KB
09 Practical example_ inferential statistics/049 Practical example_ inferential statistics-subtitle-en.srt 13.2 KB
03 The fundamentals of descriptive statistics/008 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx 12.9 KB
14 Subtleties of regression analysis/076 5.10.Regression-tables-exercise-solution.xlsx 12.5 KB
04 Measures of central tendency_ asymmetry_ and variability/020 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx 12.4 KB
14 Subtleties of regression analysis/075 5.10.Regression-tables-lesson.xlsx 12.4 KB
11 Hypothesis testing_ Let's start testing!/058 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx 11.9 KB
09 Practical example_ inferential statistics/049 Practical example_ inferential statistics-subtitle-en.vtt 11.5 KB
04 Measures of central tendency_ asymmetry_ and variability/014 2.7.Mean-median-and-mode-exercise-solution.xlsx 11.4 KB
11 Hypothesis testing_ Let's start testing!/055 4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx 11.2 KB
04 Measures of central tendency_ asymmetry_ and variability/018 2.9.Variance-exercise-solution.xlsx 11.1 KB
03 The fundamentals of descriptive statistics/007 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx 11.0 KB
04 Measures of central tendency_ asymmetry_ and variability/019 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx 11.0 KB
11 Hypothesis testing_ Let's start testing!/054 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx 11.0 KB
13 The fundamentals of regression analysis/067 5.2.Correlation-and-causation-lesson.xlsx 10.6 KB
04 Measures of central tendency_ asymmetry_ and variability/013 2.7.Mean-median-and-mode-lesson.xlsx 10.5 KB
08 Confidence intervals_ advanced topics/042 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx 10.5 KB
06 Distributions/030 3.4.Standard-normal-distribution-lesson.xlsx 10.4 KB
11 Hypothesis testing_ Let's start testing!/063 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-solution.xlsx 10.2 KB
08 Confidence intervals_ advanced topics/045 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx 10.1 KB
04 Measures of central tendency_ asymmetry_ and variability/017 2.9.Variance-lesson.xlsx 10.1 KB
08 Confidence intervals_ advanced topics/044 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx 9.8 KB
08 Confidence intervals_ advanced topics/047 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx 9.8 KB
11 Hypothesis testing_ Let's start testing!/059 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx 9.8 KB
11 Hypothesis testing_ Let's start testing!/061 4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx 9.6 KB
08 Confidence intervals_ advanced topics/046 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx 9.5 KB
11 Hypothesis testing_ Let's start testing!/062 4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx 9.3 KB
12 Practical example_ hypothesis testing/064 Practical example_ hypothesis testing-subtitle-en.srt 8.5 KB
07 Estimators and estimates/036 Calculating confidence intervals within a population with a known variance-subtitle-en.srt 8.4 KB
11 Hypothesis testing_ Let's start testing!/054 Test for the mean_ Population variance known-subtitle-en.srt 8.2 KB
04 Measures of central tendency_ asymmetry_ and variability/017 Measuring how data is spread out_ calculating variance-subtitle-en.srt 7.6 KB
12 Practical example_ hypothesis testing/064 Practical example_ hypothesis testing-subtitle-en.vtt 7.4 KB
07 Estimators and estimates/036 Calculating confidence intervals within a population with a known variance-subtitle-en.vtt 7.4 KB
13 The fundamentals of regression analysis/071 A practical example - Reinforced learning-subtitle-en.srt 7.4 KB
11 Hypothesis testing_ Let's start testing!/054 Test for the mean_ Population variance known-subtitle-en.vtt 7.2 KB
13 The fundamentals of regression analysis/068 The linear regression model made easy-subtitle-en.srt 7.1 KB
15 Assumptions for linear regression analysis/083 A3_ Normality and homoscedasticity-subtitle-en.srt 6.9 KB
10 Hypothesis testing_ Introduction/051 The null and the alternative hypothesis-subtitle-en.srt 6.8 KB
03 The fundamentals of descriptive statistics/011 Cross tables and scatter plots-subtitle-en.srt 6.7 KB
04 Measures of central tendency_ asymmetry_ and variability/017 Measuring how data is spread out_ calculating variance-subtitle-en.vtt 6.7 KB
04 Measures of central tendency_ asymmetry_ and variability/019 Standard deviation and coefficient of variation-subtitle-en.srt 6.6 KB
14 Subtleties of regression analysis/073 What is R-squared and how does it help us_-subtitle-en.srt 6.5 KB
14 Subtleties of regression analysis/078 Adjusted R-squared-subtitle-en.srt 6.5 KB
13 The fundamentals of regression analysis/071 A practical example - Reinforced learning-subtitle-en.vtt 6.4 KB
16 Dealing with categorical data/086 Dummy variables-subtitle-en.srt 6.4 KB
11 Hypothesis testing_ Let's start testing!/059 Test for the mean_ Dependent samples-subtitle-en.srt 6.4 KB
08 Confidence intervals_ advanced topics/042 Calculating confidence intervals for two means with dependent samples-subtitle-en.srt 6.3 KB
07 Estimators and estimates/041 What is a margin of error and why is it important in Statistics_-subtitle-en.srt 6.2 KB
08 Confidence intervals_ advanced topics/044 Calculating confidence intervals for two means with independent samples (part 1)-subtitle-en.srt 6.1 KB
13 The fundamentals of regression analysis/068 The linear regression model made easy-subtitle-en.vtt 6.1 KB
02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.srt 6.1 KB
11 Hypothesis testing_ Let's start testing!/057 Test for the mean_ Population variance unknown-subtitle-en.srt 6.0 KB
15 Assumptions for linear regression analysis/083 A3_ Normality and homoscedasticity-subtitle-en.vtt 6.0 KB
04 Measures of central tendency_ asymmetry_ and variability/013 The main measures of central tendency_ mean_ median_ mode-subtitle-en.srt 5.9 KB
10 Hypothesis testing_ Introduction/051 The null and the alternative hypothesis-subtitle-en.vtt 5.9 KB
03 The fundamentals of descriptive statistics/011 Cross tables and scatter plots-subtitle-en.vtt 5.9 KB
14 Subtleties of regression analysis/075 Studying regression tables-subtitle-en.srt 5.9 KB
07 Estimators and estimates/039 Calculating confidence intervals within a population with an unknown variance-subtitle-en.srt 5.8 KB
14 Subtleties of regression analysis/073 What is R-squared and how does it help us_-subtitle-en.vtt 5.7 KB
13 The fundamentals of regression analysis/067 Correlation and causation-subtitle-en.srt 5.7 KB
04 Measures of central tendency_ asymmetry_ and variability/019 Standard deviation and coefficient of variation-subtitle-en.vtt 5.7 KB
10 Hypothesis testing_ Introduction/052 Establishing a rejection region and a significance level-subtitle-en.srt 5.7 KB
14 Subtleties of regression analysis/078 Adjusted R-squared-subtitle-en.vtt 5.7 KB
04 Measures of central tendency_ asymmetry_ and variability/023 The correlation coefficient-subtitle-en.srt 5.6 KB
11 Hypothesis testing_ Let's start testing!/059 Test for the mean_ Dependent samples-subtitle-en.vtt 5.6 KB
16 Dealing with categorical data/086 Dummy variables-subtitle-en.vtt 5.6 KB
08 Confidence intervals_ advanced topics/042 Calculating confidence intervals for two means with dependent samples-subtitle-en.vtt 5.5 KB
02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.vtt 5.5 KB
07 Estimators and estimates/041 What is a margin of error and why is it important in Statistics_-subtitle-en.vtt 5.5 KB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.srt 5.4 KB
08 Confidence intervals_ advanced topics/044 Calculating confidence intervals for two means with independent samples (part 1)-subtitle-en.vtt 5.4 KB
15 Assumptions for linear regression analysis/082 A2_ No endogeneity-subtitle-en.srt 5.3 KB
11 Hypothesis testing_ Let's start testing!/062 Test for the mean_ Independent samples (Part 2)-subtitle-en.srt 5.3 KB
11 Hypothesis testing_ Let's start testing!/057 Test for the mean_ Population variance unknown-subtitle-en.vtt 5.2 KB
04 Measures of central tendency_ asymmetry_ and variability/013 The main measures of central tendency_ mean_ median_ mode-subtitle-en.vtt 5.2 KB
11 Hypothesis testing_ Let's start testing!/061 Test for the mean_ Independent samples (Part 1)-subtitle-en.srt 5.1 KB
06 Distributions/032 Understanding the central limit theorem-subtitle-en.srt 5.1 KB
14 Subtleties of regression analysis/075 Studying regression tables-subtitle-en.vtt 5.1 KB
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 5.0 KB
07 Estimators and estimates/039 Calculating confidence intervals within a population with an unknown variance-subtitle-en.vtt 5.0 KB
10 Hypothesis testing_ Introduction/052 Establishing a rejection region and a significance level-subtitle-en.vtt 5.0 KB
13 The fundamentals of regression analysis/067 Correlation and causation-subtitle-en.vtt 5.0 KB
04 Measures of central tendency_ asymmetry_ and variability/023 The correlation coefficient-subtitle-en.vtt 5.0 KB
06 Distributions/029 The Normal distribution-subtitle-en.srt 4.8 KB
01 Introduction/001 What does the course cover_-subtitle-en.srt 4.8 KB
06 Distributions/028 What is a distribution_-subtitle-en.srt 4.8 KB
04 Measures of central tendency_ asymmetry_ and variability/021 Calculating and understanding covariance-subtitle-en.srt 4.8 KB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.vtt 4.8 KB
10 Hypothesis testing_ Introduction/053 Type I error vs Type II error-subtitle-en.srt 4.7 KB
08 Confidence intervals_ advanced topics/046 Calculating confidence intervals for two means with independent samples (part 2)-subtitle-en.srt 4.7 KB
15 Assumptions for linear regression analysis/082 A2_ No endogeneity-subtitle-en.vtt 4.6 KB
11 Hypothesis testing_ Let's start testing!/062 Test for the mean_ Independent samples (Part 2)-subtitle-en.vtt 4.6 KB
15 Assumptions for linear regression analysis/085 A5_ No multicollinearity-subtitle-en.srt 4.6 KB
11 Hypothesis testing_ Let's start testing!/061 Test for the mean_ Independent samples (Part 1)-subtitle-en.vtt 4.5 KB
06 Distributions/032 Understanding the central limit theorem-subtitle-en.vtt 4.5 KB
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 4.5 KB
15 Assumptions for linear regression analysis/084 A4_ No autocorrelation-subtitle-en.srt 4.5 KB
07 Estimators and estimates/038 Student's T distribution-subtitle-en.srt 4.3 KB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.srt 4.3 KB
01 Introduction/001 What does the course cover_-subtitle-en.vtt 4.3 KB
06 Distributions/029 The Normal distribution-subtitle-en.vtt 4.3 KB
03 The fundamentals of descriptive statistics/007 Numerical variables_ Using a frequency distribution table-subtitle-en.srt 4.2 KB
04 Measures of central tendency_ asymmetry_ and variability/021 Calculating and understanding covariance-subtitle-en.vtt 4.2 KB
06 Distributions/028 What is a distribution_-subtitle-en.vtt 4.2 KB
10 Hypothesis testing_ Introduction/053 Type I error vs Type II error-subtitle-en.vtt 4.1 KB
08 Confidence intervals_ advanced topics/046 Calculating confidence intervals for two means with independent samples (part 2)-subtitle-en.vtt 4.1 KB
15 Assumptions for linear regression analysis/085 A5_ No multicollinearity-subtitle-en.vtt 4.0 KB
15 Assumptions for linear regression analysis/084 A4_ No autocorrelation-subtitle-en.vtt 3.9 KB
07 Estimators and estimates/038 Student's T distribution-subtitle-en.vtt 3.8 KB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.vtt 3.8 KB
03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.srt 3.7 KB
04 Measures of central tendency_ asymmetry_ and variability/015 Measuring skewness-subtitle-en.srt 3.7 KB
06 Distributions/030 The standard normal distribution-subtitle-en.srt 3.7 KB
03 The fundamentals of descriptive statistics/007 Numerical variables_ Using a frequency distribution table-subtitle-en.vtt 3.7 KB
14 Subtleties of regression analysis/077 The multivariate linear regression model-subtitle-en.srt 3.4 KB
07 Estimators and estimates/034 Working with estimators and estimates-subtitle-en.srt 3.4 KB
03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.vtt 3.3 KB
04 Measures of central tendency_ asymmetry_ and variability/015 Measuring skewness-subtitle-en.vtt 3.2 KB
03 The fundamentals of descriptive statistics/009 Histogram charts-subtitle-en.srt 3.2 KB
06 Distributions/030 The standard normal distribution-subtitle-en.vtt 3.2 KB
07 Estimators and estimates/035 Confidence intervals - an invaluable tool for decision making-subtitle-en.srt 3.1 KB
14 Subtleties of regression analysis/072 Decomposing the linear regression model - understanding its nuts and bolts-subtitle-en.srt 3.0 KB
15 Assumptions for linear regression analysis/080 OLS assumptions-subtitle-en.srt 3.0 KB
14 Subtleties of regression analysis/077 The multivariate linear regression model-subtitle-en.vtt 3.0 KB
07 Estimators and estimates/034 Working with estimators and estimates-subtitle-en.vtt 3.0 KB
03 The fundamentals of descriptive statistics/009 Histogram charts-subtitle-en.vtt 2.8 KB
07 Estimators and estimates/035 Confidence intervals - an invaluable tool for decision making-subtitle-en.vtt 2.8 KB
14 Subtleties of regression analysis/074 The ordinary least squares setting and its practical applications-subtitle-en.srt 2.8 KB
14 Subtleties of regression analysis/079 What does the F-statistic show us and why we need to understand it_-subtitle-en.srt 2.7 KB
15 Assumptions for linear regression analysis/080 OLS assumptions-subtitle-en.vtt 2.6 KB
14 Subtleties of regression analysis/072 Decomposing the linear regression model - understanding its nuts and bolts-subtitle-en.vtt 2.6 KB
14 Subtleties of regression analysis/074 The ordinary least squares setting and its practical applications-subtitle-en.vtt 2.4 KB
14 Subtleties of regression analysis/079 What does the F-statistic show us and why we need to understand it_-subtitle-en.vtt 2.4 KB
15 Assumptions for linear regression analysis/081 A1_ Linearity-subtitle-en.srt 2.3 KB
08 Confidence intervals_ advanced topics/048 Calculating confidence intervals for two means with independent samples (part 3)-subtitle-en.srt 2.0 KB
15 Assumptions for linear regression analysis/081 A1_ Linearity-subtitle-en.vtt 2.0 KB
13 The fundamentals of regression analysis/069 What is the difference between correlation and regression_-subtitle-en.srt 2.0 KB
06 Distributions/033 Standard error-subtitle-en.srt 2.0 KB
06 Distributions/027 Introduction to inferential statistics-subtitle-en.srt 1.8 KB
08 Confidence intervals_ advanced topics/048 Calculating confidence intervals for two means with independent samples (part 3)-subtitle-en.vtt 1.8 KB
13 The fundamentals of regression analysis/069 What is the difference between correlation and regression_-subtitle-en.vtt 1.8 KB
13 The fundamentals of regression analysis/070 A geometrical representation of the linear regression model-subtitle-en.srt 1.8 KB
06 Distributions/033 Standard error-subtitle-en.vtt 1.7 KB
06 Distributions/027 Introduction to inferential statistics-subtitle-en.vtt 1.6 KB
13 The fundamentals of regression analysis/070 A geometrical representation of the linear regression model-subtitle-en.vtt 1.5 KB
13 The fundamentals of regression analysis/066 Introduction to regression analysis-subtitle-en.srt 1.5 KB
13 The fundamentals of regression analysis/066 Introduction to regression analysis-subtitle-en.vtt 1.3 KB
08 Confidence intervals_ advanced topics/045 Confidence intervals_ Two means_ Independent samples (Part 1)_ Exercise.html 1.2 KB
08 Confidence intervals_ advanced topics/047 Confidence intervals_ Two means_ Independent samples (Part 2)_ Exercise.html 1.2 KB
03 The fundamentals of descriptive statistics/008 Numerical variables_ Using a frequency distribution table_ Exercise.html 1.2 KB
08 Confidence intervals_ advanced topics/043 Confidence intervals_ Two means_ Dependent samples_ Exercise.html 1.2 KB
03 The fundamentals of descriptive statistics/006 Categorical variables_ Visualization techniques_ Exercise.html 1.2 KB
04 Measures of central tendency_ asymmetry_ and variability/020 Standard deviation and coefficient of variation_ Exercise.html 1.2 KB
07 Estimators and estimates/037 Confidence intervals_ Population variance known_ Exercise.html 1.2 KB
11 Hypothesis testing_ Let's start testing!/063 Test for the mean_ Independent samples (Part 2)_ Exercise.html 1.2 KB
11 Hypothesis testing_ Let's start testing!/058 Test for the mean_ Population variance uknown_ Exercise.html 1.2 KB
11 Hypothesis testing_ Let's start testing!/055 Test for the mean_ Population variance known_ Exercise.html 1.2 KB
07 Estimators and estimates/040 Population variance unknown_ T-score_ Exercise.html 1.2 KB
11 Hypothesis testing_ Let's start testing!/060 Test for the mean_ Dependent samples_ Exercise.html 1.2 KB
05 Practical example_ descriptive statistics/026 Practical example_ descriptive statistics.html 1.2 KB
09 Practical example_ inferential statistics/050 Practical example_ inferential statistics.html 1.2 KB
03 The fundamentals of descriptive statistics/012 Cross tables and scatter plots_ Exercise.html 1.2 KB
06 Distributions/031 Standard Normal Distribution_ Exercise.html 1.2 KB
12 Practical example_ hypothesis testing/065 Practical example_ hypothesis testing.html 1.2 KB
04 Measures of central tendency_ asymmetry_ and variability/014 Mean_ median_ mode_ Exercise.html 1.2 KB
03 The fundamentals of descriptive statistics/010 Histogram charts_ Exercise.html 1.2 KB
14 Subtleties of regression analysis/076 Regression tables_ Exercise.html 1.2 KB
04 Measures of central tendency_ asymmetry_ and variability/024 Correlation coefficient.html 1.2 KB
04 Measures of central tendency_ asymmetry_ and variability/022 Covariance_ Exercise.html 1.2 KB
04 Measures of central tendency_ asymmetry_ and variability/016 Skewness_ Exercise.html 1.2 KB
04 Measures of central tendency_ asymmetry_ and variability/018 Variance_ Exercise.html 1.2 KB
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