Udemy - Statistics for Data Science and Business Analysis

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Udemy - Statistics for Data Science and Business Analysis

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Udemy - Statistics for Data Science and Business Analysis
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001 Glossary.xlsx
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20 KB
001 What does the course cover_-subtitle-en.srt
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001 What does the course cover_-subtitle-en.vtt
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001 What does the course cover_.mp4
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12.7 MB
002 Course-notes-descriptive-statistics.pdf
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833.5 KB
002 Understanding the difference between a population and a sample-subtitle-en.srt
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002 Understanding the difference between a population and a sample-subtitle-en.vtt
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002 Understanding the difference between a population and a sample.mp4
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11.4 MB
003 Course-notes-descriptive-statistics.pdf
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003 The various types of data we can work with-subtitle-en.srt
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003 The various types of data we can work with-subtitle-en.vtt
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003 The various types of data we can work with.mp4
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004 Levels of measurement-subtitle-en.srt
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004 Levels of measurement-subtitle-en.vtt
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004 Levels of measurement.mp4
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005 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx
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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
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005 Categorical variables_ Visualization techniques for categorical variables.mp4
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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
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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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007 Numerical variables_ Using a frequency distribution table.mp4
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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-subtitle-en.srt
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009 Histogram charts-subtitle-en.vtt
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009 Histogram charts.mp4
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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-subtitle-en.srt
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011 Cross tables and scatter plots-subtitle-en.vtt
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011 Cross tables and scatter plots.mp4
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012 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx
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012 Cross tables and scatter plots_ Exercise.html
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013 2.7.Mean-median-and-mode-lesson.xlsx
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10.5 KB
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
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013 The main measures of central tendency_ mean_ median_ mode.mp4
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014 2.7.Mean-median-and-mode-exercise-solution.xlsx
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014 Mean_ median_ mode_ Exercise.html
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015 2.8.Skewness-lesson.xlsx
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015 Measuring skewness-subtitle-en.srt
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015 Measuring skewness-subtitle-en.vtt
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015 Measuring skewness.mp4
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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
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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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017 Measuring how data is spread out_ calculating variance.mp4
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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
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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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019 Standard deviation and coefficient of variation.mp4
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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
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021 Calculating and understanding covariance-subtitle-en.srt
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021 Calculating and understanding covariance-subtitle-en.vtt
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021 Calculating and understanding covariance.mp4
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022 2.11.Covariance-exercise-solution.xlsx
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022 Covariance_ Exercise.html
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023 2.12.Correlation-lesson.xlsx
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023 The correlation coefficient-subtitle-en.srt
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023 The correlation coefficient-subtitle-en.vtt
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023 The correlation coefficient.mp4
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024 2.12.Correlation-exercise-solution.xlsx
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024 Correlation coefficient.html
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025 2.13.Practical-example.Descriptive-statistics-lesson.xlsx
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025 Practical example-subtitle-en.srt
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025 Practical example-subtitle-en.vtt
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025 Practical example.mp4
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026 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx
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026 Practical example_ descriptive statistics.html
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027 Course-notes-inferential-statistics.pdf
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027 Introduction to inferential statistics-subtitle-en.srt
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027 Introduction to inferential statistics-subtitle-en.vtt
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027 Introduction to inferential statistics.mp4
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028 Course-notes-inferential-statistics.pdf
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028 What is a distribution_-subtitle-en.srt
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028 What is a distribution_-subtitle-en.vtt
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028 What is a distribution_.mp4
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029 The Normal distribution-subtitle-en.srt
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029 The Normal distribution-subtitle-en.vtt
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029 The Normal distribution.mp4
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030 3.4.Standard-normal-distribution-lesson.xlsx
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030 The standard normal distribution-subtitle-en.srt
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030 The standard normal distribution-subtitle-en.vtt
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030 The standard normal distribution.mp4
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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-subtitle-en.srt
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032 Understanding the central limit theorem-subtitle-en.vtt
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032 Understanding the central limit theorem.mp4
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033 Standard error-subtitle-en.srt
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033 Standard error-subtitle-en.vtt
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033 Standard error.mp4
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034 Working with estimators and estimates-subtitle-en.srt
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034 Working with estimators and estimates-subtitle-en.vtt
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034 Working with estimators and estimates.mp4
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035 Confidence intervals - an invaluable tool for decision making-subtitle-en.srt
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035 Confidence intervals - an invaluable tool for decision making-subtitle-en.vtt
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035 Confidence intervals - an invaluable tool for decision making.mp4
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036 3.9.The-z-table.xlsx
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036 Calculating confidence intervals within a population with a known variance-subtitle-en.srt
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036 Calculating confidence intervals within a population with a known variance-subtitle-en.vtt
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036 Calculating confidence intervals within a population with a known variance.mp4
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037 3.9.The-z-table.xlsx
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037 Confidence intervals_ Population variance known_ Exercise.html
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038 Student's T distribution-subtitle-en.srt
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038 Student's T distribution-subtitle-en.vtt
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038 Student's T distribution.mp4
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039 3.11.The-t-table.xlsx
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039 Calculating confidence intervals within a population with an unknown variance-subtitle-en.srt
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039 Calculating confidence intervals within a population with an unknown variance-subtitle-en.vtt
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039 Calculating confidence intervals within a population with an unknown variance.mp4
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040 3.11.The-t-table.xlsx
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040 Population variance unknown_ T-score_ Exercise.html
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041 What is a margin of error and why is it important in Statistics_-subtitle-en.srt
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041 What is a margin of error and why is it important in Statistics_-subtitle-en.vtt
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041 What is a margin of error and why is it important in Statistics_.mp4
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042 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx
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042 Calculating confidence intervals for two means with dependent samples-subtitle-en.srt
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042 Calculating confidence intervals for two means with dependent samples-subtitle-en.vtt
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042 Calculating confidence intervals for two means with dependent samples.mp4
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043 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx
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043 Confidence intervals_ Two means_ Dependent samples_ Exercise.html
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044 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx
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044 Calculating confidence intervals for two means with independent samples (part 1)-subtitle-en.srt
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044 Calculating confidence intervals for two means with independent samples (part 1)-subtitle-en.vtt
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044 Calculating confidence intervals for two means with independent samples (part 1).mp4
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045 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx
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045 Confidence intervals_ Two means_ Independent samples (Part 1)_ Exercise.html
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046 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx
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046 Calculating confidence intervals for two means with independent samples (part 2)-subtitle-en.srt
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046 Calculating confidence intervals for two means with independent samples (part 2)-subtitle-en.vtt
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046 Calculating confidence intervals for two means with independent samples (part 2).mp4
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047 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx
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047 Confidence intervals_ Two means_ Independent samples (Part 2)_ Exercise.html
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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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048 Calculating confidence intervals for two means with independent samples (part 3).mp4
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049 3.17.Practical-example.Confidence-intervals-lesson.xlsx
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049 Practical example_ inferential statistics-subtitle-en.srt
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049 Practical example_ inferential statistics-subtitle-en.vtt
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049 Practical example_ inferential statistics.mp4
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050 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx
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050 Practical example_ inferential statistics.html
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051 The null and the alternative hypothesis-subtitle-en.srt
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051 The null and the alternative hypothesis-subtitle-en.vtt
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051 The null and the alternative hypothesis.mp4
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052 Establishing a rejection region and a significance level-subtitle-en.srt
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052 Establishing a rejection region and a significance level-subtitle-en.vtt
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052 Establishing a rejection region and a significance level.mp4
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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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053 Type I error vs Type II error.mp4
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054 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx
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054 Test for the mean_ Population variance known-subtitle-en.srt
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054 Test for the mean_ Population variance known-subtitle-en.vtt
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054 Test for the mean_ Population variance known.mp4
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055 4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx
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11.2 KB
055 Test for the mean_ Population variance known_ Exercise.html
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056 Online-p-value-calculator.pdf
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1.2 MB
056 What is the p-value and why is it one of the most useful tool for statisticians_-subtitle-en.srt
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056 What is the p-value and why is it one of the most useful tool for statisticians_-subtitle-en.vtt
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056 What is the p-value and why is it one of the most useful tool for statisticians_.mp4
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057 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx
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057 Test for the mean_ Population variance unknown-subtitle-en.srt
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057 Test for the mean_ Population variance unknown-subtitle-en.vtt
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057 Test for the mean_ Population variance unknown.mp4
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058 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx
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058 Test for the mean_ Population variance uknown_ Exercise.html
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059 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx
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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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059 Test for the mean_ Dependent samples.mp4
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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
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061 Test for the mean_ Independent samples (Part 1)-subtitle-en.srt
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061 Test for the mean_ Independent samples (Part 1)-subtitle-en.vtt
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061 Test for the mean_ Independent samples (Part 1).mp4
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062 4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx
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062 Test for the mean_ Independent samples (Part 2)-subtitle-en.srt
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062 Test for the mean_ Independent samples (Part 2)-subtitle-en.vtt
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062 Test for the mean_ Independent samples (Part 2).mp4
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063 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-solution.xlsx
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063 Test for the mean_ Independent samples (Part 2)_ Exercise.html
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064 4.10.Hypothesis-testing-section-practical-example.xlsx
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064 Practical example_ hypothesis testing-subtitle-en.srt
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064 Practical example_ hypothesis testing-subtitle-en.vtt
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064 Practical example_ hypothesis testing.mp4
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065 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx
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065 Practical example_ hypothesis testing.html
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066 Introduction to regression analysis-subtitle-en.srt
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066 Introduction to regression analysis-subtitle-en.vtt
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066 Introduction to regression analysis.mp4
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067 5.2.Correlation-and-causation-lesson.xlsx
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067 Correlation and causation-subtitle-en.srt
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067 Correlation and causation-subtitle-en.vtt
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067 Correlation and causation.mp4
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068 The linear regression model made easy-subtitle-en.srt
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068 The linear regression model made easy-subtitle-en.vtt
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068 The linear regression model made easy.mp4
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069 What is the difference between correlation and regression_-subtitle-en.srt
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069 What is the difference between correlation and regression_-subtitle-en.vtt
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069 What is the difference between correlation and regression_.mp4
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070 A geometrical representation of the linear regression model-subtitle-en.srt
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070 A geometrical representation of the linear regression model-subtitle-en.vtt
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070 A geometrical representation of the linear regression model.mp4
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071 5.6.Example-lesson.xlsx
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071 A practical example - Reinforced learning-subtitle-en.srt
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071 A practical example - Reinforced learning-subtitle-en.vtt
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071 A practical example - Reinforced learning.mp4
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072 Decomposing the linear regression model - understanding its nuts and bolts-subtitle-en.srt
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072 Decomposing the linear regression model - understanding its nuts and bolts-subtitle-en.vtt
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072 Decomposing the linear regression model - understanding its nuts and bolts.mp4
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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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073 What is R-squared and how does it help us_.mp4
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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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074 The ordinary least squares setting and its practical applications.mp4
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075 5.10.Regression-tables-lesson.xlsx
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075 Studying regression tables-subtitle-en.srt
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075 Studying regression tables-subtitle-en.vtt
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075 Studying regression tables.mp4
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076 5.10.Regression-tables-exercise-solution.xlsx
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076 Regression tables_ Exercise.html
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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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077 The multivariate linear regression model.mp4
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078 5.12.Adjusted-R-squared-lesson.xlsx
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078 Adjusted R-squared-subtitle-en.srt
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078 Adjusted R-squared-subtitle-en.vtt
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078 Adjusted R-squared.mp4
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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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079 What does the F-statistic show us and why we need to understand it_.mp4
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080 OLS assumptions-subtitle-en.srt
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080 OLS assumptions-subtitle-en.vtt
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080 OLS assumptions.mp4
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081 A1_ Linearity-subtitle-en.srt
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081 A1_ Linearity-subtitle-en.vtt
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081 A1_ Linearity.mp4
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082 A2_ No endogeneity-subtitle-en.srt
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082 A2_ No endogeneity-subtitle-en.vtt
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082 A2_ No endogeneity.mp4
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083 A3_ Normality and homoscedasticity-subtitle-en.srt
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083 A3_ Normality and homoscedasticity-subtitle-en.vtt
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083 A3_ Normality and homoscedasticity.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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084 A4_ No autocorrelation.mp4
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085 A5_ No multicollinearity-subtitle-en.srt
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085 A5_ No multicollinearity-subtitle-en.vtt
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085 A5_ No multicollinearity.mp4
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086 5.20.Dummy-variables-lesson.xlsx
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086 Dummy variables-subtitle-en.srt
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086 Dummy variables-subtitle-en.vtt
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086 Dummy variables.mp4
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087 Practical example_ regression analysis-subtitle-en.srt
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087 Practical example_ regression analysis-subtitle-en.vtt
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087 Practical example_ regression analysis.mp4
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[CourseClub.NET].url
URL
102.4 B
[FreeCourseSite.com].url
URL
102.4 B

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