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ANOVA Models in R - Part 4 (Inferences on Means… duration 11 minutes 3 seconds ANOVA Models in R - Part 4 (Inferences on Means… ANOVA Models in R - Part 4 (Inferences on Means and Diagnostics).mp4	ANOVA Models in R - Part 4 (Inferences on Means and Diagnostics).mp4 In this video we conclude our illustration of one-way ANOVA models in R through Example 11 in Mod13Script.R. You should open this script in RStudio and follow along while watching. In this… small babies analytics homogeneity of variance test dunnett's method family emmeans package tukeyhsd() students lsmeans marginal means model diagnostics tukey's hsd method multiple comparisons shapiro.test() residual plots examinations levenetest() normal q-q plot studying modified levene's test data analysis emmeans() shapiro-wilk test schools contrast.emmgrid() automobiles educational assessment and evaluation education and upbringing studentized residuals From Daniel Hall 685 plays 0 Copyright I created all of this content
ANOVA Models in R - Part 3 (Alternative… duration 11 minutes 32 seconds ANOVA Models in R - Part 3 (Alternative… ANOVA Models in R - Part 3 (Alternative Parameterizations).mp4	ANOVA Models in R - Part 3 (Alternative Parameterizations).mp4 In this video we continue our illustration of one-way ANOVA models in R through Example 11 in Mod13Script.R. You should open this script in RStudio and follow along while watching. In this… meat products and dishes examinations confit period of study human hands erection human arms aggressions cautiousness educational assessment and evaluation courses (education) hope (emotion) contraception classes (education) actors in theatre film and tv From Daniel Hall 509 plays 0 Copyright I created all of this content
Linear Regression in R - Part 2 (The Tire Rubber… duration 10 minutes 14 seconds Linear Regression in R - Part 2 (The Tire Rubber… Linear Regression in R - Part 2 (The Tire Rubber Example).mp4	Linear Regression in R - Part 2 (The Tire Rubber Example).mp4 This video features the first half of our coverage of Example 9 in Mod13Script.R. You should open this script in RStudio and follow along while watching. Here we show how to fit simple linear and… education rstudent lm() examinations abline() schools cost minimization strategies lines() classes (education) nested model f test resid() educational assessment and evaluation lowess() residuals() rstandard() education and upbringing anova() update() studying students plot() studentized residuals fitted() residual plots From Daniel Hall 380 plays 0 Copyright I created all of this content
Correlation Analysis in R.mp4 duration 11 minutes 16 seconds Correlation Analysis in R.mp4 Correlation Analysis in R.mp4	Correlation Analysis in R.mp4 In this video we illustrate the computation of Pearson, Spearman and Kendall correlations in R. We also illustrate some functions for doing inference in correlation coefficients. Finally, we show how… examinations spearmint national health pcor() missing values demographics hmisc package pearson correlation educational assessment and evaluation kendall correlation ppcor package spearman correlation cor.test() population and census dr pepper/seven up inc cor() rcorr() life expectancy partial correlation population forecasts From Daniel Hall 603 plays 0 Copyright I created all of this content
Chi-square Tests in R.mp4 duration 13 minutes 21 seconds Chi-square Tests in R.mp4 Chi-square Tests in R.mp4	Chi-square Tests in R.mp4 Chi-square tests are useful for categorical data. They can be used to test whether a vector of probabilities associated with each of several possible outcomes is equal to some null value. That null… contingency table table() slot machine sapply() lapply() probability calculus within() educational assessment and evaluation testing independence multinomial mathematics chisq.test() gambling & lotteries educational degrees categorical data testing marginal homogeneity examinations education and upbringing probability distribution From Daniel Hall 199 plays 0 Copyright I created all of this content
Summary Statistics in R duration 7 minutes 12 seconds Summary Statistics in R Summary Statistics in R	Summary Statistics in R In Module 13 we cover the implementation of basic statistical methods in R. We begin with a discussion of some functions to compute summary statistics and to characterize univariate distributions. In… cysts mathematics data() measurement (mathematics) summary statistics describe() pizza (recipe) period of study courses (education) qqnorm() shapiro.test() examinations cigarettes studying summary() chevrolet automobiles statistics educational assessment and evaluation mathematical sciences vientiane qqline() From Daniel Hall 112 plays 0 Copyright I created all of this content
By-Processing - Part 1 (The aggregate()… duration 7 minutes 15 seconds By-Processing - Part 1 (The aggregate()… By-Processing - Part 1 (The aggregate() Function).mp4	By-Processing - Part 1 (The aggregate() Function).mp4 There are several different functions and methods available in R to compute statistics or, more generally, apply functions to groups of observations within a data set. The tapply() function is one… firefighter aggregate() educational assessment and evaluation examinations rescue workers with() t.test() fire department by-processing education and upbringing septicemia spouses measurement (mathematics) From Daniel Hall 87 plays 0 Copyright I created all of this content
Sorting in R.mp4 duration 8 minutes 0 seconds Sorting in R.mp4 Sorting in R.mp4	Sorting in R.mp4 The sort() function will sort a vector in R in either ascending or descending order. But a more powerful and flexible technique is to sort data by using the order() function to generate subscripts… subscripts mathematical sciences educational assessment and evaluation education and upbringing sort() order() watering can population forecasts examinations studying life expectancy students national health quiz schools mathematics From Daniel Hall 247 plays 0 Copyright I created all of this content
Introduction to R - Part 4 (An Example with… duration 16 minutes 48 seconds Introduction to R - Part 4 (An Example with… Introduction to R - Part 4 (An Example with Statistics and Plots)	Introduction to R - Part 4 (An Example with Statistics and Plots) This video presents an extended example from Mod8Script.R that deals with some fictitious quiz score data. Here we introduce several new functions for computing summary statistics and the t.test()… education and upbringing classes (education) courses (education) household appliances and consumer electronics quiz studying statistics graduation education period of study schools students educational assessment and evaluation examinations From Daniel Hall 220 plays 0 Copyright I created all of this content
ANOVA - Part 2 (one-way analysis with PROC ANOVA) duration 11 minutes 13 seconds ANOVA - Part 2 (one-way analysis with PROC ANOVA) ANOVA - Part 2 (one-way analysis with PROC ANOVA)	ANOVA - Part 2 (one-way analysis with PROC ANOVA) PROC ANOVA can handle one-way ANOVA models and multi-way ANOVAs with balanced data. It should not be used to fit and make inference from unbalanced multi-way ANOVA models. In this video we introduce… education and upbringing classes (education) italian cuisine mediterranean cuisine hawks (birds) accipitriformes paralysed pizza (recipe) comparison (mathematics) statistical inference eagles (birds) period of study examinations educational assessment and evaluation graph (mathematics) From Daniel Hall 451 plays 0 Copyright I created all of this content
PROC REG - Part 2 (A Quadratic Model and… duration 11 minutes 47 seconds PROC REG - Part 2 (A Quadratic Model and… PROC REG - Part 2 (A Quadratic Model and Prediction)	PROC REG - Part 2 (A Quadratic Model and Prediction) In this video we continue with Example #7 from Mod7Examps.sas, in which we regress the city mpg on weight for 93 cars in the 1993 Consumer Reports Cars dataset. Here we consider a model that is… examinations education and upbringing land vehicles regression analysis schools medical tests and examinations jewellery emotional disturbances educational assessment and evaluation medical diagnosis road transport automobiles students aggressions studying From Daniel Hall 711 plays 0 Copyright I created all of this content
PROC REG - Part 1 (Simple Linear Regression).mp4 duration 11 minutes 36 seconds PROC REG - Part 1 (Simple Linear Regression).mp4 PROC REG - Part 1 (Simple Linear Regression).mp4	PROC REG - Part 1 (Simple Linear Regression).mp4 mathematical sciences students examinations road transport aggressions educational assessment and evaluation comparison (mathematics) automobiles land vehicles regression analysis funeral car statistics traffic and transport russian federation incest medical diagnosis From Daniel Hall 296 plays 0 Copyright I created all of this content
PROC CORR - Part 2 (Partial Correlation) duration 7 minutes 48 seconds PROC CORR - Part 2 (Partial Correlation) PROC CORR - Part 2 (Partial Correlation)	PROC CORR - Part 2 (Partial Correlation) In this video we describe partial correlation coefficients and why they are useful. Then we demonstrate the computation of such measures in PROC CORR using an example involving measures of body girth… examinations school children regression analysis family educational assessment and evaluation editorial staff (journalists) crying senator children motivation statistics measurement (mathematics) mathematical sciences birth children and youth From Daniel Hall 370 plays 0 Copyright I created all of this content
PROC UNIVARIATE - Part 2 (Example #2) duration 6 minutes 48 seconds PROC UNIVARIATE - Part 2 (Example #2) PROC UNIVARIATE - Part 2 (Example #2)	PROC UNIVARIATE - Part 2 (Example #2) This video illustrates PROC UNIVARIATE for conducting a one sample t test and examining the assumption of normality underlying the t test. It also features the use of the ODS SELECT statement. PROC… courses (education) education and upbringing period of study domino's pizza inc. deep dish students educational assessment and evaluation examinations cysts italian cuisine classes (education) domino's pizza group plc studying data cleansing/data scrubbing pizza (recipe) From Daniel Hall 217 plays 0 Copyright I created all of this content
PROC TTEST - Part 1 (Paired and One-Sample Tests) duration 7 minutes 55 seconds PROC TTEST - Part 1 (Paired and One-Sample Tests) PROC TTEST - Part 1 (Paired and One-Sample Tests)	PROC TTEST - Part 1 (Paired and One-Sample Tests) This video demonstrates the use of PROC TTEST for paired and one-sample t tests on means. We also examine the ODS Graphics produced by this PROC when implementing these tests. examinations italian cuisine education and upbringing educational assessment and evaluation pizza (recipe) From Daniel Hall 333 plays 0 Copyright I created all of this content
PROC UNIVARIATE - Part 1 (Example #1).mp4 duration 9 minutes 46 seconds PROC UNIVARIATE - Part 1 (Example #1).mp4 PROC UNIVARIATE - Part 1 (Example #1).mp4	PROC UNIVARIATE - Part 1 (Example #1).mp4 This video demonstrates some of the basic capabilities for producing descriptive statistics, graphical summaries, and basic inferences on one variable at a time with PROC UNIVARIATE. This video… court cases and trials not guilty statistics criminal charges educational assessment and evaluation examinations cigarettes mathematical sciences judiciary (system of justice) courses (education) education and upbringing verdicts dram From Daniel Hall 726 plays 0 Copyright I created all of this content