Category: E-Books » Video Training → Khan Academy - Statistics

All videos from the Khan Academy website (www.khanacademy.com) on Statistics.
Updated till Nov. 2011.

001 Statistics_ The Average
002 Statistics_ Sample vs. Population Mean
003 Statistics_ Variance of a Population
004 Statistics_ Sample Variance
005 Statistics_ Standard Deviation
006 Statistics_ Alternate Variance Formulas
007 Introduction to Random Variables

008 Probability Density Functions
009 Binomial Distribution 1
010 Binomial Distribution 2
011 Binomial Distribution 3
012 Binomial Distribution 4
013 Expected Value_ E(X)
014 Expected Value of Binomial Distribution
015 Poisson Process 1
016 Poisson Process 2
017 Law of Large Numbers
018 Normal Distribution Excel Exercise
019 Introduction to the Normal Distribution
020 ck12.org Normal Distribution Problems_ Qualitative sense of normal distributions
021 ck12.org Normal Distribution Problems_ z-score
022 ck12.org Normal Distribution Problems_ Empirical Rule
023 ck12.org Exercise_ Standard Normal Distribution and the Empirical Rule
024 ck12.org_ More Empirical Rule and Z-score practice
025 Central Limit Theorem
026 Sampling Distribution of the Sample Mean
027 Sampling Distribution of the Sample Mean 2
028 Standard Error of the Mean
029 Sampling Distribution Example Problem
030 Confidence Interval 1
031 Mean and Variance of Bernoulli Distribution Example
032 Bernoulli Distribution Mean and Variance Formulas
033 Margin of Error 1
034 Margin of Error 2
035 Confidence Interval Example
036 Small Sample Size Confidence Intervals
037 Hypothesis Testing and P-values
038 One-Tailed and Two-Tailed Tests
039 Z-statistics vs. T-statistics
040 Type 1 Errors
041 Small Sample Hypothesis Test
042 T-Statistic Confidence Interval
043 Large Sample Proportion Hypothesis Testing
044 Variance of Differences of Random Variables
045 Difference of Sample Means Distribution
046 Confidence Interval of Difference of Means
047 Clarification of Confidence Interval of Difference of Means
048 Hypothesis Test for Difference of Means
049 Comparing Population Proportions 1
050 Comparing Population Proportions 2
051 Hypothesis Test Comparing Population Proportions
052 Squared Error of Regression Line
053 Proof (Part 1) Minimizing Squared Error to Regression Line
054 Proof (Part 3) Minimizing Squared Error to Regression Line
055 Proof (Part 4) Minimizing Squared Error to Regression Line
056 Regression Line Example
057 Proof Part 2 Minimizing Squared Error to Line
058 R-Squared or Coefficient of Determination
059 Second Regression Example
060 Calculating R-Squared
061 Covariance and the Regression Line
062 Chi-Square Distribution Introduction
063 Pearson's Chi Square Test (Goodness of Fit)
064 Contingency Table Chi-Square Test
065 ANOVA 1 - Calculating SST (Total Sum of Squares)
066 ANOVA 2 - Calculating SSW and SSB (Total Sum of Squares Within and Between).avi
067 ANOVA 3 -Hypothesis Test with F-Statistic
068 Correlation and Causality