June 2016
Beginner
504 pages
14h 23m
English
Content preview from Understanding and Applying Basic Statistical Methods Using R
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
INDEX
- adaptive kernel density estimator
- additive model
- adjacent values
- analysis of covariance
- analysis of variance
- ANCOVA
- ANOVA
- levels
- bar plots
- BDM
- relative effect
- Beal's method
- Benjamini– Hochberg method
- binary
- binomial coefficient
- binomial probability function
- bootstrap sample
- bootstrap-t
- boundaries
- boxplot
- boxplot rule
- BPRM method
- Brown– Forsythe test
- central limit theorem
- central tendency
- class intervals
- Cliff's Method
- coefficient of determination
- Cohen's d
- robust version
- confidence coefficient
- confidence interval
- equal-tailed
- symmetric
- trimmed mean
- Tukey– McLaughlin
- confidence level
- contaminated normal
- continuity correction
- control
- comparisons with
- correlation
- Kendall's tau
- Pearson
- skipped
- Spearman
- Winsorized
- covariate
- critical region
- critical value
- cross-product ratio
- CSV file
- cumulative distribution function
- data frame
- density function
- dependence
- dependent variable
- description
- descriptive measures
- descriptive statistics
- design
- deviation scores
- difference scores
- dispersion
- distribution
- Gaussian
- normal
- distribution free
- distributions, marginal
- e
- effect size
- Cohen's d
- common language
- explanatory
- probabilistic
- effect, relative
- empirical cumulative distribution function
- empirical distribution
- error bars
- estimate
- estimator
- unbiased
- exp
- expected value
- explanatory variable
- exponential function
- false discovery rate
- familywise error
- five number summary
- formula
- frequency
- Friedman's test
- FWE
- grand mean
- Harrell– Davis estimator
- heavy tails
- heteroscedasticity ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.