### Statistics / [ref.bus.308.as.1001]

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### APA Reference Style (How to Avoid Plagiarism)

``Avoiding Plagiarism and APA Reference Style (9:54 min:sec)``
``APA Formatting and Style Guide``
``Suggestions on Studying (given to me in my freshman year 1979-1980)``

### Prof. Ed's videos

``Installing the Data Analysis Add-in in Excel 2016``
``Week Two Assignment Question 1 Walk Through: Descriptive Statistics (13:22)``
``Week Two Assignment Question 2 Walk Through:  Probabilities (7:28)``
``Descriptive Statistics versus Inferential Statistics (image)``
``Computing Averages Using Excel (Example using Average Sales Per Product) (4:53 min:sec)  ``
``Installing Excel AddIns with Office Excel 2007 (2:07``)  ``
``Descriptive Statistics - Illustration of How to Use it with Excel 2007 (part of Assignment 1, although it may be outdated) (2:46)``
``Descriptive Statistics - Using Analysis Tool Pack (Assignment 1 first part) (5:40)`` *``
``Descriptive Statistics - Average, Standard Deviation, Minimum, Maximum (Example using Airline Passenger Information) (4:44)``
``Combination Rule - Probability of Selecting Face Cards from a Full Deck of Cards (6:49)``
``Probability of a z-score Falling Within a Given Range (3:20)``
``Correlation Coefficient, Scattergraph and Coefficient of Determination (7:11)``
``Frequency Distribution and Histogram (9:55)``
``Excel Ttest (4:16)`` Excel Ttest Using Analysis Pak (t-values) (3:15)``
``Finding the Frequency of Occurrence Using Excel (5:49)``
``Probabilities and Z-Scores (2:36)`` Mean, Sample Variance, Standard Deviation, Z-score (3.22) (13:35)``
``Finding z-values, using an online z-value calculator (1:56)``
``Probability Distribution - Discrete Random Variables (5.12) (7:58)``
``Confidence Intervals - Known Sample Mean (8.8) (4:16)``
``Confidence Intervals - Approach to Use (image only)``
``Hypothesis Testing (9:13) (4:36) *``
``Hypothesis Testing When the Population Mean is Known (5:45)``
``Linear Regression - Excel Statistics Data Provided (image only)``
``Linear Regression - Estimating Confidence Intervals (image)``
``Multiple Linear Regression - Excel Example Using 3 independent variables (7:09)``  ``
``Additional resources from the Excel Master Series:``

### Other videos:

``Overview of Normal Distribution - http://blog.excelmasterseries.com/2014/06/overview-of-normal-distribution_3.html``
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``Overview of the t Distribution - http://blog.excelmasterseries.com/2014/06/overview-of-t-distribution.html``
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``1-Sample z-Tests in Excel - http://blog.excelmasterseries.com/2014/06/1-sample-z-test-in-excel-2010-and-excel.html``
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``1-Sample t-Tests in Excel - http://blog.excelmasterseries.com/2014/05/1-sample-t-test-in-excel-2010-and-excel.html``
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``2-Sample Pooled t-Tests in Excel - http://blog.excelmasterseries.com/2014/05/2-sample-pooled-t-test-in-excel-2010.html``
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``Paired t-Tests in Excel - http://blog.excelmasterseries.com/2014/05/paired-t-test-in-excel-2010-and-excel_28.html``
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``Pearson Correlation in Excel - http://blog.excelmasterseries.com/2014/05/pearson-correlation-in-excel-2010-and.html``
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``Spearman Correlation in Excel - http://blog.excelmasterseries.com/2014/05/spearman-correlation-coefficient-in.html``
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``Simple Linear Regression in Excel - http://blog.excelmasterseries.com/2014/05/simple-linear-regression-example-in.html``
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``Multiple Regression in Excel - http://blog.excelmasterseries.com/2014/05/multiple-linear-regression-example-in.html``
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``Single-Factor ANOVA in Excel - http://blog.excelmasterseries.com/2014/05/single-factor-anova-example-in-excel.html``
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``Two-Factor ANOVA With Replication in Excel - http://blog.excelmasterseries.com/2014/05/two-factor-anova-with-replication-in.html``
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``Two-Factor ANOVA Without Replication in Excel - http://blog.excelmasterseries.com/2014/05/two-factor-anova-without-replication-in.html``
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``Repeated-Measures ANOVA in Excel - http://blog.excelmasterseries.com/2015/01/single-factor-repeated-measures-anova.html``
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``ANOVA With Randomized Block Design in Excel - http://blog.excelmasterseries.com/2015/01/randomized-block-design-anova-in-excel.html``
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``Chi-Square Independence Test in Excel - http://blog.excelmasterseries.com/2014/05/chi-square-independence-test-in-excel.html``
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``Chi-Square Goodness-of-Fit-Test For Normality in Excel - http://blog.excelmasterseries.com/2014/05/chi-square-goodness-of-fit-normality.html``

### Elementary Statistics Video Lectures and Examples:

``Intro to Statistics - Overview (1:08)`` Intro to Statistics - Types of Data (4:47)``
``Intro to Statistics - Design of Experiments (4:47)``
``Describing Data - Frequency Distribution (4:38)``
``Describing Data - Visualizing Data (6:06)``
``Measures of Center (Mean, Mode, more) (7:19)``
``Mesures of Relative Standing (5:24)`` Probability - Fundamentals (6:26)``
``Probability - Addition Rules (4:44)``
``Probability - Multiplication Rule (7:59)`` Probability - Multiplication Rule - Example  (7:59)``
``Probability - Counting (7:43)`` Probability - Counting - Example (1:44)``
``Probability Distribution - Random Variables (8:58)`` Probability Distribution - Example (6:38)``
``Probability Distribution - Expected Value - Example (2:56)`` Probability Distribution - Binomial Distributions (10:48)``
``Probability Distribution - Binomial Distributions - Example (6:38)``
``Normal Probability Distributions - Standard Normal (14:14)``
``Normal Probability Distributions - Standard Normal - Example (5:32)``
``Normal Probability Distributions - Central Limit Theorem (7:33)``
``Normal Probability Distributions - Central Limit Theorem - Example (8:27)``
``Estimates and Sample Sizes - Population Proportion (11:04)``
``Comparing Multiple Sample Means (18:41)``
``Estimates and Sample Sizes - Population Mean - Sigma Known  (7:55)``
``Estimates and Sample Sizes - Finding a Z-Confidence Interval (2:51)``
``Estimates and Sample Sizes - Populiation Mean - Sigma Unknown (10:55)``
``Estimates and Sample Sizes - Finding a t-Confidence Interval (3:28)``
``Hypothesis Testing - Basics (13:01)`` Hypothesis Testing - Testing a Claim About a Proportion (5:49)``
``Hypothesis Testing - Testing a Claim About a Proportion - Example (3:08)``
``Hypothesis Testing - Testing a Claim About a Mean - Sigma Known (3:22)``
``Hypothesis Testing - Testing a Claim About a Mean - Sigma Known - Example (2:38)`` T``
``Type I and Type II Errors explained - see http://en.wikipedia.org/wiki/Type_I_and_type_II_errors       ``

### Statistic Lectures:

``Descriptive Statistics (4:16 min:sec)``
``Normal Frequency Distribution (2:48)``
``Correlation (5:19)`` Regression (3:17)``
``Standard scores (Z-scores) (2:24)``
``Student's t-test (2:58)`` Chi-square test (2:56)``
``Microsoft Excel Analysis Tool-Pak (2:28)``  ``