Statistics Tutorials
134 videos • 31,581 views • by Jalayer Academy
1
Excel - Basic Descriptive Statistics (Mean, Variance, Standard Devation, etc.)
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2
Excel Histogram - statistics
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3
Excel - Weighted Average
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4
Excel Statistics Variance
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5
Excel Statistics - Correlation
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6
MATH - Convert Percent to Decimal
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7
Excel rand() function
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8
Simulation in Excel
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9
Excel - AverageIFS (multiple criteria)
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10
R Statistics - Sampling function
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11
Excel Statistics Tricks - Random Sampling without Replacement
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12
Excel - One-Way ANOVA Analysis Toolpack
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13
Excel ANOVA with Sum of Squares Calculations
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14
Excel - F statistic and P value
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15
Excel - Trendline
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16
Excel - Cluster Column Chart
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17
Excel - Bubble Chart
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18
SPSS alternative - PSPP
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19
Excel - Plotting Multiple Lines on One Plot
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20
Excel - SumProduct function
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21
Excel - Solver (lesson 1)
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22
Excel - Simple Linear Regression example B
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23
Excel - Chi Square
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24
Excel - MATH functions
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25
Excel - Plotting Multiple Lines on One Plot
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26
R - Sweep Function
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27
Excel - Frequency Histogram
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28
Excel - One-Way ANOVA manual
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29
R - apply function
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30
Sampling Distribution of Sample Mean Part 1
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31
R - Hypothesis Test for Population Mean (One Sample)
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32
Excel - Central Limit Theorem clearly visualized
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33
Excel - Time Series Forecasting - Part 1 of 3
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34
Excel - Time Series Forecasting - Part 2 of 3
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35
Excel - Time Series Forecasting - Part 3 of 3
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36
Excel - Polynomial Quadratic Regression
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37
Excel - Quick Intro to Scatterplots, Bivariate Data, and Regression
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38
Excel - Simple Linear Regression
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39
Excel - Correlation Linear Transformation
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40
Excel - Correlation Coefficient Quick and Manual
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41
Introduction to Normal Distributions (Visual)
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42
Normal Distribution Table - Z-table Introduction
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43
Normal Distribution - Example 1
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44
Normal Distribution - Example 2
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45
Normal Distribution - Example 3
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46
Normal Distribution - Example 4
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47
Normal Distribution - Example 5
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48
Normal Distribution - Example 6
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49
Normal Distribution - Example 7
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50
Excel Simple Linear Regression with LINEST function
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51
Excel - Paired Samples t-test
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52
Tukey Kramer Multiple Comparison Procedure and ANOVA with Excel
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53
Two Way ANOVA Cell Means Plot
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54
Quick Boxplot in Excel 2013
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55
Drawing Normal distribution Density Curve with Excel
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56
Excel install Add ins
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57
Two Way ANOVA in Excel Part 1
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58
Two Way ANOVA in Excel Part 2
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59
Two Way ANOVA in Excel Part 3
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60
Excel - Confidence Interval for Mean µ
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61
Discrete Random Variable Probability Distribution Part 1
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62
Discrete Random Variable Linear Functions Part 2
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63
Using the T table
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64
Bivariate Data Tabulated Summary Statistics - Dvar function - Excel
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65
Normal Probability Plot - Q-Q Plot - Excel
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66
Two Sample Proportion Hypothesis Test
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67
Standardization is a Linear Function - Z = (X-µ) / σ
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68
Linear Function versus Linear Transformation
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69
Summation Σ notation in Math and Statistics (intro)
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70
Probability Lesson 1
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71
Probability Lesson 2
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72
Probability Lesson 3
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73
Probability Lesson 4
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74
Probability Lesson 5
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75
Probability Lesson 6
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76
Google Sheets - Histogram
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77
Two Way ANOVA - part 1 (data and structure)
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78
Two Way ANOVA - part 2 (three hypothesis tests)
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79
Two Way ANOVA - part 3 (Interaction and Cell Means plot)
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80
Two Way ANOVA - part 4 (hypothesis tests for Main Effects and closing remarks)
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81
Two Way ANOVA - with Google Sheets XL-miner
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82
Two Way ANOVA - Cell Means Plot with Google Sheets
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83
Time Series Forecasting with Google Sheets part (1 of 4)
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84
Time Series Forecasting with Google Sheets part (2 of 4)
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85
Time Series Forecasting with Google Sheets part (3 of 4)
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86
Time Series Forecasting with Google Sheets part (4 of 4)
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87
kNN Machine Learning Algorithm - Excel
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88
R - Pie Chart, Bar Chart
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89
R - Mean, Variance and much more
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90
R - Histograms
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91
R - Boxplot
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92
Stratified Sampling in R (part 2)
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93
Stratified Sampling in R (part 1)
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94
Stratified Sampling in R (part 3)
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95
iPod Shuffle simulation in R (part 2)
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96
R Square - clearly explained (part 2)
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97
Text Mining (part 5) - Import a Corpus in R
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98
Text Mining (part 6) - Cleaning Corpus text in R
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99
Text Mining (part 7) - Comparison Wordcloud in R
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100
Text Mining (part 8) - Sentiment Analysis on Corpus in R
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101
Rmarkdown - Introduction and Basics
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102
Cronbach's Alpha - Excel
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103
Tableau - Intro to Maps for Data Visualization
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104
One Factor ANOVA table (Part 1 of 4) Introduction
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105
How to use a Normal Distribution table - Z table
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106
How to use a F table (Part 1)
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107
How to use a T table (Part 1)
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108
How to use a Chi Square table (Part 1)
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109
Box and Whisker in Tableau
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110
R - Aggregate function
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111
Simple Linear Regression Example
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112
Excel - Sum Product Array function
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113
Intro to Hypothesis Testing (Part 1)
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114
Intro to Hypothesis Testing (part 2)
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115
Intro to Hypothesis Testing (part 3)
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116
Hypothesis Test for Proportion
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117
Hypothesis Test for Mean µ
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118
Compare Two Means Independent Samples (part 1)
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119
Compare Two Means Independent Samples (part 2)
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120
Paired Sample T test comparing means
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121
One Factor ANOVA table (Part 2 of 4) Formulas and Hypothesis Test
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122
One Factor ANOVA table (Part 3 of 4) Worked Example
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123
One Factor ANOVA table (Part 4 of 4) F table and Conclusion
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124
Simple Linear Regression (part 6) - Assessment of SLR model
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125
Comparing Two Proportions Hypothesis Test and Confidence Interval
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126
Conditional Probability and Independence
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127
Bayes Theorem and Law of Total Probability
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128
Intro to Probability
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129
Chi Square Test of Independence Lecture
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130
Binomial Distribution Intro
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131
Mean versus Median
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132
Measures of Variability
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133
Distribution Shapes - Skewed Bellshaped Normal Modes Tails and more
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134
Sampling Distribution of Sample Proportion and Confidence Interval for phat
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