Statistics with Naomi Lowe - complete 14 lecture course

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About

14 modules covering 12 lectures on a variety of topics within Statistics.
    • Two Branches of Statistics: Descriptive Statistics or Inferential Statistics
    • Sampling
    • Level of Measurement
  • Graphs and Tables; - Frequency Graphs; - Histograms ;
  • Measure of Central Tendency; -  Mean, Median, Mode; -  Variability (Spread) ;
  • Calculating Standard Deviation using MS Excel ; -  Z-Score and Raw Score ; -  Normal Curve ;
  • Estimates, Z-Score, Standard Deviation    ; -  Samples ; -  Population;
  • Hypothesis Testing ; -  Logic of Hypothesis Testing and Prediction; - One and Two Tailed Tests ;
  • Hypothesis Testing with Means of Samples; -  Distribution of Means.; -  Confidence Intervals ;
  • Significance  ; -  Error Type 1 + Type 2; -  Effect Size ; -  Power: A priori and Retrospective ;
  • T-tests; -  Standard Deviation and Variance ; -  One Sample t; -  Dependent and Paired t ;
  • Independent t tests; - Hypothesis Testing,  Distribution of Mean Differences, Calculations; - Issues with t ;
  • ANOVA acronym ; - Analysis of Variance ; - Comparison of more than 1 population ;
  • Correlation and Regression  ; - Scatterpots and R values ; - Calculating Pearson's r ;
  • Chi Square; -  Goodness of Fit ; -  Statistical Report of Chi Square  ;
  • Randomization ; -  Comparison Distribution; -  Testing Randomization;
Categories
College Level Academic Courses
Statistics with Naomi Lowe
Video Running Time (minutes)
420:00
Producer
Palomar College
Course ID
STL-00

Component Items

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01 Statistics with Naomi Lowe: lecture one, part 1
In lecture 1, part 1 Two Branches of Statistics: Descriptive Statistics or Inferential Statistics Sampling Level of Measurement
DVD style course with completion certificate only
Course Details
02 Statistics with Naomi Lowe: lecture one, part 2
In lecture 1, part 2 - Graphs and Tables - Frequency Graphs - Histograms
DVD style course with completion certificate only
Course Details
03 Statistics with Naomi Lowe: lecture two
In lecture 2 -  Measure of Central Tendency -  Mean, Median, Mode -  Variability (Spread)
DVD style course with completion certificate only
Course Details
04 Statistics with Naomi Lowe: lecture three, part 1
In lecture 3, part 1 -  Calculating Standard Deviation using MS Excel -  Z-Score and Raw Score -  Normal Curve
DVD style course with completion certificate only
Course Details
05 Statistics with Naomi Lowe: lecture three, part 2
In lecture 3, part 2  -  Estimates, Z-Score, Standard Deviation    -  Samples -  Population
DVD style course with completion certificate only
Course Details
06 Statistics with Naomi Lowe: lecture four
In lecture 4 -  Hypothesis Testing -  Logic of Hypothesis Testing and Prediction - One and Two Tailed Tests
DVD style course with completion certificate only
Course Details
07 Statistics with Naomi Lowe: lecture five
In lecture 5 -  Hypothesis Testing with Means of Samples -  Distribution of Means. -  Confidence Intervals
DVD style course with completion certificate only
Course Details
08 Statistics with Naomi Lowe: lecture six
In lecture 6 -  Significance  -  Error Type 1 + Type 2 -  Effect Size -  Power: A priori and Retrospective
DVD style course with completion certificate only
Course Details
09 Statistics with Naomi Lowe: lecture seven
In lecture 7 -  T-tests -  Standard Deviation and Variance -  One Sample t -  Dependent and Paired t
DVD style course with completion certificate only
Course Details
10 Statistics with Naomi Lowe: lecture eight
In lecture 8 - Independent t tests - Hypothesis Testing,  Distribution of Mean Differences, Calculations - Issues with t
DVD style course with completion certificate only
Course Details
11 Statistics with Naomi Lowe: lecture nine
In lecture 9 - ANOVA acronym - Analysis of Variance - Comparison of more than 1 population
DVD style course with completion certificate only
Course Details
12 Statistics with Naomi Lowe: lecture ten
In lecture 10 - Correlation and Regression  - Scatterpots and R values - Calculating Pearson's r
DVD style course with completion certificate only
Course Details
13 Statistics with Naomi Lowe: lecture eleven
In lecture 11 -  Chi Square -  Goodness of Fit -  Statistical Report of Chi Square
DVD style course with completion certificate only
Course Details
14 Statistics with Naomi Lowe: lecture twelve
In lecture 12 -  Randomization -  Comparison Distribution -  Testing Randomization
DVD style course with completion certificate only
Course Details