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How2statsbook (Online Edition 1): Chapters   DA: 21 PA: 16 MOZ Rank: 37

  • Download the Table of Contents (click here ) to obtain the links to the PDF chapters
  • Chapters 1 to 16 (with videos) are now available
  • The links to the videos are embedded within the PDF chapters
  • I encourage you to revisit this page periodically, as I continue to add more and more chapters to How2statsbook

How2statsbook (Online Edition 1): About   DA: 21 PA: 13 MOZ Rank: 35

  • Finally, some of you may know my voice - I'm the person behind the how2stats YouTube channel
  • About How2statsbook (Online Edition 1) How2statsbook (Online Edition 1) is a purely digital approach to learning and teaching statistics
  • The textbook chapters are available free of charge in PDF format.

Basic Introduction To SPSS (part 1)   DA: 15 PA: 6 MOZ Rank: 23

A basic introduction to SPSS software

Collecting And Analyzing Qualitative Data Epidemic   DA: 11 PA: 50 MOZ Rank: 64

Qualitative research methods are a key component of field epidemiologic investigations because they can provide insight into the perceptions, values, opinions, and community norms where investigations are being conducted ().Open-ended inquiry methods, the mainstay of qualitative interview techniques, are essential in formative research for exploring contextual factors and rationales for risk Quantile-Quantile Plot   DA: 16 PA: 40 MOZ Rank: 60

Purpose: Check If Two Data Sets Can Be Fit With the Same Distribution The quantile-quantile (q-q) plot is a graphical technique for determining if two data sets come from populations with a …

Logistic Distribution   DA: 21 PA: 41 MOZ Rank: 67

  • The logistic distribution is a continuous distribution function
  • Both its pdf and cdf functions have been used in many different areas such as logistic regression, logit models, neural networks
  • It has been used in the physical sciences, sports modeling, and recently in finance
  • The logistic distribution has wider tails

Standard Error Of Measurement (part 1)   DA: 18 PA: 50 MOZ Rank: 74

Стоит ли покупать Nintendo Switch в 2020 году или дождаться Switch Pro?

How To Create And Interpret Q-Q Plots In SPSS   DA: 17 PA: 16 MOZ Rank: 40

  • A Q-Q plot, short for “quantile-quantile” plot, is often used to assess whether or not a variable is normally distributed
  • This tutorial explains how to create and interpret a Q-Q plot in SPSS
  • Suppose we have the following dataset in SPSS that displays the points per game for 25 different basketball players:

Online Video Resources   DA: 12 PA: 44 MOZ Rank: 64

  • How2Stats YouTube Channel This YouTube channel contains some how-to statistics videos as well as SPSS how-to videos
  • Against all odds Here are some videos from Inside Statistics on various statistics topics
  • Statistics is Fun A collection of YouTube videos on statistics

Computational Prediction   DA: 11 PA: 7 MOZ Rank: 27

  • Kendall's tau vs Spearman rank correlation (part 1) Watch later
  • Tap to unmute Watch on / • how2stats 70.7K subscribers
  • Kendall's tau vs Spearman rank correlation (part 2) Watch later Measures Of Skewness And Kurtosis   DA: 16 PA: 40 MOZ Rank: 66

  • Skewness and Kurtosis A fundamental task in many statistical analyses is to characterize the location and variability of a data set
  • A further characterization of the data includes skewness and kurtosis.

Introduction To Regression With SPSS Lesson 3: SPSS   DA: 19 PA: 50 MOZ Rank: 80

  • Let’s first understand what SPSS is doing under the hood
  • When we put in yr_rnd as a Fixed Factor in SPSS Univariate ANOVA, SPSS will convert each level of the Nominal variable into a corresponding dummy variable
  • By default, SPSS assigns the reference group to be the level with the highest numerical value
  • In this case, yr_rnd = 1 is the highest value, which means Dummy1 is Non Year Round

SPSS Statistical Software   DA: 21 PA: 20 MOZ Rank: 53

  • SPSS demonstration videos
  • Introduction to SPSS (part I) [B
  • Weiss] "Basic introduction into Using SPSS
  • Includes 3 methods for getting data into SPSS." Introduction to SPSS (part 2) [B
  • Weiss] "Introduction to SPSS (part 2 of a 2 part video)
  • Discusses data view versus variable view
  • Also shows output window, copy object feature

Best Subset, Forward Stepwise, Or Lasso   DA: 16 PA: 32 MOZ Rank: 61

2012), whereas the degrees of freedom of both forward stepwise and best subset selection can greatly exceed kat any given step k 1 (Kaufman and Rosset,2014;Janson et al.,2015).

SPSS Parallel Analysis Syntax Dr. Richard E Cleveland   DA: 19 PA: 42 MOZ Rank: 75

  • This one goes out to all my EFA-lovin’ psychometric geeks who start with Field (2009) for breakfast, have Pett, Lackey & Sullivan (2003) for lunch, finish with Fabrigar & Wegener (2012) for dinner BUT STILL WANT MORE!! Okay – sorry for the stats humor there.

SPSS Workshops Materials   DA: 24 PA: 15 MOZ Rank: 54

  • SPSS is on ALL of the University Library computers - it's listed as IBM SPSS
  • Due to the COVID-19 situation, SPSS is currently available for free download to GSU faculty, staff, and student personally-owned computers -- this license will expire August 31, 2021.Instructions for downloading are available at the following links: Windows | Mac

Best Subsets Regression   DA: 27 PA: 25 MOZ Rank: 68

  • Best subsets regression is an exploratory model building regression analysis
  • It compares all possible models that can be created based upon an identified set of predictors
  • The results presented for best subsets, by default in Minitab, show the two best models for one predictor, two predictors, three predictors, and so on for the number of

Balancing Data Resiliency With Data Recovery Flexential   DA: 18 PA: 50 MOZ Rank: 85

  • Balancing Data Resiliency with Data Recovery
  • Downtime caused by man-made and natural IT disasters costs an organization an estimated $300,000 per hour, and that doesn’t include losses of productivity, reputation and market share
  • Further, a recent University of Texas study revealed that 94% of companies that lose their systems for 10 days or

Teaching (and Learning) Psychology Statistics In An Age Of   DA: 22 PA: 23 MOZ Rank: 63

  • Teaching (and Learning) Psychology Statistics in an Age of Math Anxiety
  • Every semester, psychology students around the country anxiously file into their required, introductory statistics classes
  • Although some love it, statistics tends to be difficult and anxiety-producing for psychology students (who sometimes refer to it as Sadistics 101).

The Standard Normal Distribution Introduction To Statistics   DA: 25 PA: 50 MOZ Rank: 94

The standard normal distribution is a normal distribution of standardized values called z-scores.A z-score is measured in units of the standard deviation.For example, if the mean of a normal distribution is five and the standard deviation is two, the value 11 is three standard …

6.1 The Standard Normal Distribution Introduction To   DA: 25 PA: 50 MOZ Rank: 95

  • 6.1 The Standard Normal Distribution
  • The standard normal distribution is a normal distribution of standardized values called z-scores
  • A z-score is measured in units of the standard deviation
  • For example, if the mean of a normal distribution is five and the standard deviation is two, the value 11 is three standard deviations above (or to the

Guide To Stepwise Regression And Best   DA: 19 PA: 50 MOZ Rank: 90

  • After fitting all of the models, best subsets regression then displays the best fitting models with one independent variable, two variables, three variables, and so on.Usually, either adjusted R-squared or Mallows’ Cp is the criterion for picking the best fitting models for this process.
  • The procedure displays the best fitting models of different sizes up to the full model.

Q-Q Plots Explained. Explore The Powers Of Q-Q Plots. By   DA: 22 PA: 33 MOZ Rank: 77

  • Q-Q plots are also used to find the Skewness (a measure of “ asymmetry ”) of a distribution
  • When we plot theoretical quantiles on the x-axis and the sample quantiles whose distribution we want to know on the y-axis then we see a very peculiar shape of a Normally distributed Q-Q plot for skewness
  • If the bottom end of the Q-Q plot deviates

How To Test The Strength Of A Relationship Between   DA: 18 PA: 50 MOZ Rank: 91

  • How to Test the Strength of a Relationship Between Continuous Variables 2 pages Preparation For this exercise, you will be using the data sets described throughout Chapter 10 in your Statistics for the Health Sciences text
  • Download SPSS Data Files Download the SPSS Data Files for Chapter 10, linked in the Resources
  • Select the appropriate data sets for each statistical test you need to perform.

Interpreting The One-way MANOVA   DA: 15 PA: 50 MOZ Rank: 89

  • INTERPRETING THE ONE-WAY MANOVA As a means of checking multicollinearity, the circled correlation (between the dependent variables) should be low to moderate
  • If the correlation were .60 (some argue .80) or above, we

Pearson's Correlation Coefficient SPSS   DA: 13 PA: 50 MOZ Rank: 88

  • The Pearson’s correlation or correlation coefficient or simply correlation is used to find the degree of linear relationship between two continuous variables
  • The value for a correlation coefficient lies between 0.00 (no correlation) and 1.00 (perfect correlation)
  • Generally, correlations above 0.80 are considered pretty high.

Outliers Detection (check For Influential Observations   DA: 19 PA: 42 MOZ Rank: 87

  • Outliers detection (check for influential observations) Checks for and locates influential observations (i.e., "outliers") via several distance and/or clustering methods
  • If several methods are selected, the returned "Outlier" vector will be a composite outlier score, made of …

Descriptive Statistics For Individual Distribution   DA: 19 PA: 50 MOZ Rank: 96

  • If the number of observations is even, the median is the value between the observations ranked at numbers N / 2 and [N / 2] + 1
  • For this ordered data, the median is 13
  • That is, half of the values are less than or equal to 13, and half of the values are greater than or equal to 13

Learn To Use The One-Sample Z -Test In SPSS With Data From   DA: 19 PA: 36 MOZ Rank: 83

A “ z-test” is a generic term for any statistical test where the test statistic (usually known as the z-statistic) follows a normal distribution.As with t-tests, there are many different types of tests under the category of t-test, likewise there are many different types of z-test.However, the most common use of the term “ z-test” refers to the One Sample z-test, indeed this is the

Which Is Better, Stepwise Regression Or Best Subsets   DA: 16 PA: 50 MOZ Rank: 95

  • Best subsets regression using the lowest Mallows' Cp is a very close second
  • The overall difference between Mallows' Cp and stepwise selection is less than 3%
  • The adjusted R-squared performed much more poorly than either stepwise or Mallows' Cp
  • However, before we pop open the champagne to celebrate stepwise

Interpret The Key Results For General MANOVA   DA: 19 PA: 50 MOZ Rank: 99

  • Step 1: Test the equality of means from all the responses
  • Step 2: Determine which response means have the largest differences for each factor
  • Step 3: Assess the differences between group means
  • Step 4: Assess the univariate results to examine individual responses
  • Step 5: Determine whether your model meets the assumptions of the analysis.

What's The Best Way For Me To Learn SPSS And Stats   DA: 13 PA: 50 MOZ Rank: 94

  • Probably the best way to learn any tool or technique is to slowly learn while doing
  • Don't learn in the abstract, but learn it while trying to use it to analyze some real data
  • To support that, there are tutorials online

How To Conduct A Repeated Measures MANCOVA In SPSS — Stats   DA: 22 PA: 50 MOZ Rank: 18

  • In the Repeated Measures Define Factors dialogue window, do the following:
  • Replace the default Within-Subject Factor Name, which is factor1, with your own name for the concept of time.I've chosen to use the name Time (1, below).; Type the number of times your DV was measured (how many DV variables you have) in the Number of Levels box (2, below) and click the "Add" button.

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