ProSARC – SP25 – STAT S580

ProSARC – SP25 – STAT S580

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Video content for ProS STAT S580 Introduction to Regression Models and Nonparametrics as part of the MS Data Science program

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Additive model examples 1 of 101

duration 18 minutes 23 seconds

Additive model examples

Additive model examples

Additive model examples

Additive model examples

you better have good money if you're lookin' for a house in California

From Brad Luen

189 plays 0
Additive models 2 of 101

duration 12 minutes 12 seconds

Additive models

Additive models

Additive models

Additive models

kids like you and me baby, we were born to add

From Brad Luen

144 plays 0
ANOVA for regression models 3 of 101

duration 15 minutes 0 seconds

ANOVA for regression models

ANOVA for regression models

ANOVA for regression models

ANOVA for regression models

you're a human supernova, a solar superman

From Brad Luen

136 plays 0
Bivariate data: Drosophila 4 of 101

duration 16 minutes 17 seconds

Bivariate data: Drosophila

Bivariate data: Drosophila

Bivariate data: Drosophila

Bivariate data: Drosophila

I don't want no fly guy, I just want a fly eye

From Brad Luen

229 plays 0
Bivariate data: Introducing color 5 of 101

duration 14 minutes 34 seconds

Bivariate data: Introducing color

Bivariate data: Introducing color

Bivariate data: Introducing color

Bivariate data: Introducing color

outstanding, girl you knock me out

From Brad Luen

183 plays 0
Bivariate density plots 6 of 101

duration 13 minutes 59 seconds

Bivariate density plots

Bivariate density plots

Bivariate density plots

Bivariate density plots

though I'm a geyser, feel it bubbling from below

From Brad Luen

168 plays 0
Bootstrapping a regression slope 7 of 101

duration 12 minutes 10 seconds

Bootstrapping a regression slope

Bootstrapping a regression slope

Bootstrapping a regression slope

Bootstrapping a regression slope

Lincoln Duncan is my name, and here's my slope, my slope

From Brad Luen

158 plays 0
Bootstrapping confidence bands for regression 8 of 101

duration 10 minutes 10 seconds

Bootstrapping confidence bands for regression

Bootstrapping confidence bands for regression

Bootstrapping confidence bands for regression

Bootstrapping confidence bands for regression

10 bands, 50 bands, 100 bands, let's just not even discuss it man

From Brad Luen

162 plays 0
Categorical data 9 of 101

duration 16 minutes 36 seconds

Categorical data

Categorical data

Categorical data

Categorical data

category is: stars, statements, and legends

From Brad Luen

156 plays 0
Conditional density estimates 10 of 101

duration 11 minutes 36 seconds

Conditional density estimates

Conditional density estimates

Conditional density estimates

Conditional density estimates

the fat cats had a heart attach, you know that their time is coming to an end

From Brad Luen

185 plays 0
Conditional random variables 11 of 101

duration 8 minutes 56 seconds

Conditional random variables

Conditional random variables

Conditional random variables

Conditional random variables

see what condition my condition was in

From Brad Luen

146 plays 0
Confidence bands for empirical distributions 12 of 101

duration 8 minutes 9 seconds

Confidence bands for empirical distributions

Confidence bands for empirical distributions

Confidence bands for empirical distributions

Confidence bands for empirical distributions

look at us, we formed a band

From Brad Luen

160 plays 0
Confidence interval for the median 13 of 101

duration 12 minutes 31 seconds

Confidence interval for the median

Confidence interval for the median

Confidence interval for the median

Confidence interval for the median

You're in the middle of the ride, everything, everything will be be just fine

From Brad Luen

230 plays 0
Confidence intervals for a shift 14 of 101

duration 13 minutes 22 seconds

Confidence intervals for a shift

Confidence intervals for a shift

Confidence intervals for a shift

Confidence intervals for a shift

to the left, to the left, negative Delta is a shift to the left

From Brad Luen

191 plays 0
Confidence intervals for the CDF 15 of 101

duration 8 minutes 56 seconds

Confidence intervals for the CDF

Confidence intervals for the CDF

Confidence intervals for the CDF

Confidence intervals for the CDF

We are not who you think we are, we are golden

From Brad Luen

219 plays 0
Confidence intervals, normal and not-so-normal 16 of 101

duration 15 minutes 46 seconds

Confidence intervals, normal and not-so-normal

Confidence intervals, normal and not-so-normal

Confidence intervals, normal and not-so-normal

Confidence intervals, normal and not-so-normal

what's wrong with being confident?

From Brad Luen

217 plays 0
Contingency table 17 of 101

duration 11 minutes 39 seconds

Contingency table

Contingency table

Contingency table

Contingency table

category is: bring it to the runway

From Brad Luen

160 plays 0
Correcting for multiple testing 18 of 101

duration 10 minutes 27 seconds

Correcting for multiple testing

Correcting for multiple testing

Correcting for multiple testing

Correcting for multiple testing

testing, testing, 1, 2, 3

From Brad Luen

144 plays 0
Cross-validation for kernel regression 19 of 101

duration 13 minutes 2 seconds

Cross-validation for kernel regression

Cross-validation for kernel regression

Cross-validation for kernel regression

Cross-validation for kernel regression

you gotta learn your place, don't let it go to waste, humble but hungry, need validation

From Brad Luen

161 plays 0
Dealing with lots of predictors 20 of 101

duration 14 minutes 37 seconds

Dealing with lots of predictors

Dealing with lots of predictors

Dealing with lots of predictors

Dealing with lots of predictors

where would you go, where would you go with a lasso

From Brad Luen

119 plays 0
Example: A permutation F-test 21 of 101

duration 13 minutes 16 seconds

Example: A permutation F-test

Example: A permutation F-test

Example: A permutation F-test

Example: A permutation F-test

Scrambled F, oh my baby how I love your tests

From Brad Luen

182 plays 0
Example: Abnormal chromosomes 22 of 101

duration 12 minutes 40 seconds

Example: Abnormal chromosomes

Example: Abnormal chromosomes

Example: Abnormal chromosomes

Example: Abnormal chromosomes

I'm tryna get the car with the chromie wheels here

From Brad Luen

151 plays 0
Example: Adult measurements 23 of 101

duration 16 minutes 55 seconds

Example: Adult measurements

Example: Adult measurements

Example: Adult measurements

Example: Adult measurements

adult books, I don't understand

From Brad Luen

174 plays 0
Example: American National Election Studies 24 of 101

duration 15 minutes 59 seconds

Example: American National Election Studies

Example: American National Election Studies

Example: American National Election Studies

Example: American National Election Studies

I'm say it cure glaucoma, I'm another bush doctor

From Brad Luen

204 plays 0
Example: Arsenic in wells 25 of 101

duration 15 minutes 14 seconds

Example: Arsenic in wells

Example: Arsenic in wells

Example: Arsenic in wells

Example: Arsenic in wells

I fell into a well, fell into a well, fell into a deep dark well

From Brad Luen

155 plays 0
Example: Cat weights 26 of 101

duration 12 minutes 29 seconds

Example: Cat weights

Example: Cat weights

Example: Cat weights

Example: Cat weights

why must I feel like that, why must I weigh the cat

From Brad Luen

164 plays 0
Example: Cat weights II: Confidence intervals 27 of 101

duration 15 minutes 50 seconds

Example: Cat weights II: Confidence intervals

Example: Cat weights II: Confidence intervals

Example: Cat weights II: Confidence intervals

Example: Cat weights II: Confidence intervals

oh I just cat weight to be king

From Brad Luen

219 plays 0
Example: ECDF confidence bands 28 of 101

duration 8 minutes 24 seconds

Example: ECDF confidence bands

Example: ECDF confidence bands

Example: ECDF confidence bands

Example: ECDF confidence bands

From Brad Luen

145 plays 0
Example: Emission sniffers 29 of 101

duration 13 minutes 34 seconds

Example: Emission sniffers

Example: Emission sniffers

Example: Emission sniffers

Example: Emission sniffers

smells like teen spirit

From Brad Luen

91 plays 0
Example: EPL goals 30 of 101

duration 11 minutes 57 seconds

Example: EPL goals

Example: EPL goals

Example: EPL goals

Example: EPL goals

it's coming home

From Brad Luen

202 plays 0
Example: Ethanol revisited 31 of 101

duration 17 minutes 10 seconds

Example: Ethanol revisited

Example: Ethanol revisited

Example: Ethanol revisited

Example: Ethanol revisited

gimme fuel, gimme fire, gimme that which I desire

From Brad Luen

130 plays 0
Example: Gas taxes and fuel consumption 32 of 101

duration 16 minutes 52 seconds

Example: Gas taxes and fuel consumption

Example: Gas taxes and fuel consumption

Example: Gas taxes and fuel consumption

Example: Gas taxes and fuel consumption

gimme fuel, gimme fire, gimme that which I desire

From Brad Luen

215 plays 0
Example: Heart disease 33 of 101

duration 13 minutes 18 seconds

Example: Heart disease

Example: Heart disease

Example: Heart disease

Example: Heart disease

I don't want to fall in love, if I ever did that I think I'd have a heart attack

From Brad Luen

121 plays 0
Example: Heart transplants 34 of 101

duration 8 minutes 55 seconds

Example: Heart transplants

Example: Heart transplants

Example: Heart transplants

Example: Heart transplants

my heart starts missing a beat every time

From Brad Luen

153 plays 0
Example: High school 35 of 101

duration 11 minutes 35 seconds

Example: High school

Example: High school

Example: High school

Example: High school

school's out for summer

From Brad Luen

102 plays 0
Example: Highway accidents 36 of 101

duration 15 minutes 1 second

Example: Highway accidents

Example: Highway accidents

Example: Highway accidents

Example: Highway accidents

but the second mother was with the seventh son, and they were both out on Highway 61

From Brad Luen

143 plays 0
Example: Highway accidents: Model selection 37 of 101

duration 15 minutes 21 seconds

Example: Highway accidents: Model selection

Example: Highway accidents: Model selection

Example: Highway accidents: Model selection

Example: Highway accidents: Model selection

re-rewind, when the crowd say bo selecta

From Brad Luen

126 plays 0
Example: Kids' BMI 38 of 101

duration 17 minutes 40 seconds

Example: Kids' BMI

Example: Kids' BMI

Example: Kids' BMI

Example: Kids' BMI

control yourself, take only the regressors you need

From Brad Luen

173 plays 0
Example: Logistic regression with an interaction 39 of 101

duration 24 minutes 56 seconds

Example: Logistic regression with an interaction

Example: Logistic regression with an interaction

Example: Logistic regression with an interaction

Example: Logistic regression with an interaction

nobody cares, nobody cares, nobody cares, oh well

From Brad Luen

166 plays 0
Example: OECD population growth 40 of 101

duration 11 minutes 37 seconds

Example: OECD population growth

Example: OECD population growth

Example: OECD population growth

Example: OECD population growth

it's fun to stay in the OECD

From Brad Luen

122 plays 0
Example: Predicting weight from height 41 of 101

duration 9 minutes 40 seconds

Example: Predicting weight from height

Example: Predicting weight from height

Example: Predicting weight from height

Example: Predicting weight from height

take a load of Fanny, and you put the load right on me

From Brad Luen

141 plays 0
Example: Predicting weight using loess 42 of 101

duration 15 minutes 4 seconds

Example: Predicting weight using loess

Example: Predicting weight using loess

Example: Predicting weight using loess

Example: Predicting weight using loess

shorty got lo, lo, lo, lo, lo, lo, loess

From Brad Luen

156 plays 0
Example: Professor salaries 43 of 101

duration 13 minutes 3 seconds

Example: Professor salaries

Example: Professor salaries

Example: Professor salaries

Example: Professor salaries

hit the studio, 'cause I'm paid in full (professor)

From Brad Luen

176 plays 0
Example: Quasipoisson and other fancy models 44 of 101

duration 14 minutes 49 seconds

Example: Quasipoisson and other fancy models

Example: Quasipoisson and other fancy models

Example: Quasipoisson and other fancy models

Example: Quasipoisson and other fancy models

I'm just gon' sit on the dock of the Bayes

From Brad Luen

141 plays 0
Example: Regularized logistic regression 45 of 101

duration 11 minutes 2 seconds

Example: Regularized logistic regression

Example: Regularized logistic regression

Example: Regularized logistic regression

Example: Regularized logistic regression

Nate Dogg and WArren G had to regulate

From Brad Luen

127 plays 0
Example: S&P 500 changes 46 of 101

duration 10 minutes 22 seconds

Example: S&P 500 changes

Example: S&P 500 changes

Example: S&P 500 changes

Example: S&P 500 changes

I don't want to get hurt when I'm walking on Wall Street, I could lose my shirt, not to mention my cash

From Brad Luen

120 plays 0
Example: Stop and frisk 47 of 101

duration 15 minutes 14 seconds

Example: Stop and frisk

Example: Stop and frisk

Example: Stop and frisk

Example: Stop and frisk

stop in the name of frisk

From Brad Luen

122 plays 0
Example: The NY Choral Society, continued 48 of 101

duration 17 minutes 34 seconds

Example: The NY Choral Society, continued

Example: The NY Choral Society, continued

Example: The NY Choral Society, continued

Example: The NY Choral Society, continued

the concrete geoms where dreams are made of

From Brad Luen

323 plays 0
Example: Weighted logistic regression 49 of 101

duration 16 minutes 38 seconds

Example: Weighted logistic regression

Example: Weighted logistic regression

Example: Weighted logistic regression

Example: Weighted logistic regression

the best things in life are free, but you can keep them for the birds and bees

From Brad Luen

214 plays 0
Example: Wheat! 50 of 101

duration 12 minutes 39 seconds

Example: Wheat!

Example: Wheat!

Example: Wheat!

Example: Wheat!

I went for a walk on a stalk of wheat, and it felt like a trillion feet

From Brad Luen

151 plays 0
Example: Wool failure 51 of 101

duration 13 minutes 14 seconds

Example: Wool failure

Example: Wool failure

Example: Wool failure

Example: Wool failure

wooly bully, wooly bully, wooly bully, wooly bully, wooly bully

From Brad Luen

115 plays 0
Factors as predictors 52 of 101

duration 12 minutes 54 seconds

Factors as predictors

Factors as predictors

Factors as predictors

Factors as predictors

it could all be so simple, but you'd rather make it hard

From Brad Luen

183 plays 0
Generalized Additive Models 53 of 101

duration 13 minutes 0 seconds

Generalized Additive Models

Generalized Additive Models

Generalized Additive Models

Generalized Additive Models

GAMs without frontiers

From Brad Luen

114 plays 0
Inference for logistic regression 54 of 101

duration 14 minutes 53 seconds

Inference for logistic regression

Inference for logistic regression

Inference for logistic regression

Inference for logistic regression

pray God you can cope, I stand outside this woman's work

From Brad Luen

157 plays 0
Inference for splines 55 of 101

duration 9 minutes 26 seconds

Inference for splines

Inference for splines

Inference for splines

Inference for splines

you are the best thing that's ever been spline

From Brad Luen

130 plays 0
Interactions between factors 56 of 101

duration 13 minutes 39 seconds

Interactions between factors

Interactions between factors

Interactions between factors

Interactions between factors

if I have to go somewhere, no, I'm not going alone, interaction baby

From Brad Luen

171 plays 0
Interactions: A factor and a numerical variable 57 of 101

duration 17 minutes 40 seconds

Interactions: A factor and a numerical variable

Interactions: A factor and a numerical variable

Interactions: A factor and a numerical variable

Interactions: A factor and a numerical variable

there you stood on the edge of your feather, expecting to fly

From Brad Luen

211 plays 0
Introducing ggplot() 58 of 101

duration 14 minutes 12 seconds

Introducing ggplot()

Introducing ggplot()

Introducing ggplot()

Introducing ggplot()

Gee, gee, gee, gee, baby, baby, baby

From Brad Luen

354 plays 0
Kernel regression 59 of 101

duration 13 minutes 10 seconds

Kernel regression

Kernel regression

Kernel regression

Kernel regression

dancehall general, party fanatic kernel, Cappadonna son'a old school disco inferno

From Brad Luen

184 plays 0
Local polynomial regression 60 of 101

duration 11 minutes 4 seconds

Local polynomial regression

Local polynomial regression

Local polynomial regression

Local polynomial regression

local hero she said with a smile, yeah a local hero, he used to live here for a while

From Brad Luen

145 plays 0
Loess 61 of 101

duration 14 minutes 4 seconds

Loess

Loess

Loess

Loess

Life is peaceful there, loess, in the open air

From Brad Luen

170 plays 0
Logistic regression 62 of 101

duration 12 minutes 47 seconds

Logistic regression

Logistic regression

Logistic regression

Logistic regression

right where everything goes, that's logistics

From Brad Luen

195 plays 0
Maximum likelihood estimation for parametric… 63 of 101

duration 13 minutes 44 seconds

Maximum likelihood estimation for parametric…

Maximum likelihood estimation for parametric distributions

Maximum likelihood estimation for parametric…

Maximum likelihood estimation for parametric distributions

gamma gamma, we accept you, one of us

From Brad Luen

162 plays 0
Models for count data 64 of 101

duration 14 minutes 45 seconds

Models for count data

Models for count data

Models for count data

Models for count data

seven seas swimming them so well, glad to see my face among them, kissing the tortoise shell

From Brad Luen

154 plays 0
Multiple regression: Classical inference 65 of 101

duration 15 minutes 24 seconds

Multiple regression: Classical inference

Multiple regression: Classical inference

Multiple regression: Classical inference

Multiple regression: Classical inference

take a sad song and make it beta

From Brad Luen

145 plays 0
Multiple regression: Ordinary least squares 66 of 101

duration 12 minutes 31 seconds

Multiple regression: Ordinary least squares

Multiple regression: Ordinary least squares

Multiple regression: Ordinary least squares

Multiple regression: Ordinary least squares

there's no denying that it's hip to be square

From Brad Luen

143 plays 0
Nonparametric density estimation 67 of 101

duration 12 minutes 48 seconds

Nonparametric density estimation

Nonparametric density estimation

Nonparametric density estimation

Nonparametric density estimation

sweet food bursts from every kernel

From Brad Luen

171 plays 0
Nonparametric regression: Multiple predictors 68 of 101

duration 10 minutes 15 seconds

Nonparametric regression: Multiple predictors

Nonparametric regression: Multiple predictors

Nonparametric regression: Multiple predictors

Nonparametric regression: Multiple predictors

pressure pushing down on me

From Brad Luen

138 plays 0
One-sample example: Faculty salaries 69 of 101

duration 14 minutes 4 seconds

One-sample example: Faculty salaries

One-sample example: Faculty salaries

One-sample example: Faculty salaries

One-sample example: Faculty salaries

It's not about a salary, it's all about reality

From Brad Luen

212 plays 0
One-sample tests: Power simulations 70 of 101

duration 21 minutes 44 seconds

One-sample tests: Power simulations

One-sample tests: Power simulations

One-sample tests: Power simulations

One-sample tests: Power simulations

R simulations of Type I error and power for CLT tests, t-tests, and sign tests.

From Brad Luen

22 plays 0
Parametric distributions and goodness-of-fit tests 71 of 101

duration 16 minutes 12 seconds

Parametric distributions and goodness-of-fit tests

Parametric distributions and goodness-of-fit tests

Parametric distributions and goodness-of-fit tests

Parametric distributions and goodness-of-fit tests

goodness gracious great balls of fire

From Brad Luen

215 plays 0
Permutation test example: Stereograms 72 of 101

duration 13 minutes 33 seconds

Permutation test example: Stereograms

Permutation test example: Stereograms

Permutation test example: Stereograms

Permutation test example: Stereograms

I'm on the stereo, stereo

From Brad Luen

254 plays 0
Permutation tests: A small example 73 of 101

duration 10 minutes 3 seconds

Permutation tests: A small example

Permutation tests: A small example

Permutation tests: A small example

Permutation tests: A small example

One, two, three, if you haven't had enough of me get in line

From Brad Luen

234 plays 0
Permutation tests: The concept 74 of 101

duration 10 minutes 46 seconds

Permutation tests: The concept

Permutation tests: The concept

Permutation tests: The concept

Permutation tests: The concept

don't you ever for a second get to thinking you're not exchangeable

From Brad Luen

209 plays 0
Poisson regression 75 of 101

duration 14 minutes 3 seconds

Poisson regression

Poisson regression

Poisson regression

Poisson regression

there's short ones, tall ones, fine ones, kind ones, too many fish in the sea

From Brad Luen

148 plays 0
Polynomial regression 76 of 101

duration 12 minutes 31 seconds

Polynomial regression

Polynomial regression

Polynomial regression

Polynomial regression

Polly wants a cracker, maybe she would like some food

From Brad Luen

157 plays 0
Random variables 77 of 101

duration 13 minutes 6 seconds

Random variables

Random variables

Random variables

Random variables

everybody get random, all gyal them, all man them

From Brad Luen

114 plays 0
Regression for prediction 78 of 101

duration 13 minutes 57 seconds

Regression for prediction

Regression for prediction

Regression for prediction

Regression for prediction

perhaps I'll get a chance to look ahead and see, soon as I find myself a crystal ball

From Brad Luen

160 plays 0
Regression: Checking assumptions 79 of 101

duration 14 minutes 10 seconds

Regression: Checking assumptions

Regression: Checking assumptions

Regression: Checking assumptions

Regression: Checking assumptions

you better check your model before you wreck your model

From Brad Luen

168 plays 0
Regression: What's the point again? 80 of 101

duration 14 minutes 8 seconds

Regression: What's the point again?

Regression: What's the point again?

Regression: What's the point again?

Regression: What's the point again?

you can't take the effect and make it the cause

From Brad Luen

142 plays 0
Review: Causation and explanation 81 of 101

duration 11 minutes 49 seconds

Review: Causation and explanation

Review: Causation and explanation

Review: Causation and explanation

Review: Causation and explanation

can't explain, I think it's love, try to say it to you when I feel blue

From Brad Luen

157 plays 0
RStudio basics 82 of 101

duration 15 minutes 12 seconds

RStudio basics

RStudio basics

RStudio basics

RStudio basics

just say the word, R, RStudio

From Brad Luen

555 plays 0
Sign test 83 of 101

duration 11 minutes 5 seconds

Sign test

Sign test

Sign test

Sign test

I saw the sign, it opened up my eyes

From Brad Luen

204 plays 0
Sign test example: Body temperature 84 of 101

duration 11 minutes 42 seconds

Sign test example: Body temperature

Sign test example: Body temperature

Sign test example: Body temperature

Sign test example: Body temperature

you're hot and you're cold, you're yes and you're no

From Brad Luen

205 plays 0
Significance test example: The binomial test 85 of 101

duration 11 minutes 3 seconds

Significance test example: The binomial test

Significance test example: The binomial test

Significance test example: The binomial test

Significance test example: The binomial test

three coins in the fountain, through the ripples how they shine

From Brad Luen

228 plays 0
Significance tests: A review 86 of 101

duration 12 minutes 37 seconds

Significance tests: A review

Significance tests: A review

Significance tests: A review

Significance tests: A review

if that was an experiment, I think you had a pretty strong hypothesis

From Brad Luen

339 plays 0
Significance tests: Power 87 of 101

duration 10 minutes 47 seconds

Significance tests: Power

Significance tests: Power

Significance tests: Power

Significance tests: Power

your power inside, it rocks me like a lullaby

From Brad Luen

57 plays 0
Smoothing splines 88 of 101

duration 13 minutes 49 seconds

Smoothing splines

Smoothing splines

Smoothing splines

Smoothing splines

you got the kind of lovin' that can be so smooth

From Brad Luen

170 plays 0
The bootstrap: Estimating error 89 of 101

duration 14 minutes 8 seconds

The bootstrap: Estimating error

The bootstrap: Estimating error

The bootstrap: Estimating error

The bootstrap: Estimating error

Donatella on the bootstrap, whole crew got a T.R.U. tat

From Brad Luen

173 plays 0
The bootstrap: Lots of kinds of confidence… 90 of 101

duration 18 minutes 39 seconds

The bootstrap: Lots of kinds of confidence…

The bootstrap: Lots of kinds of confidence intervals

The bootstrap: Lots of kinds of confidence…

The bootstrap: Lots of kinds of confidence intervals

my bootstrap brings all the boys to the yard, and they're like, it's better than yours

From Brad Luen

174 plays 0
The Kaplan-Meier estimator for censored data 91 of 101

duration 9 minutes 26 seconds

The Kaplan-Meier estimator for censored data

The Kaplan-Meier estimator for censored data

The Kaplan-Meier estimator for censored data

The Kaplan-Meier estimator for censored data

I'm a survivor, I'm not gonna give up, I'm not gonna stop, I'm gonna work harder

From Brad Luen

149 plays 0
The Kruskal-Wallis test 92 of 101

duration 12 minutes 47 seconds

The Kruskal-Wallis test

The Kruskal-Wallis test

The Kruskal-Wallis test

The Kruskal-Wallis test

three way tie (for last)

From Brad Luen

200 plays 0
The multiple regression model 93 of 101

duration 12 minutes 16 seconds

The multiple regression model

The multiple regression model

The multiple regression model

The multiple regression model

two can be as bad as one, it's the loneliest number since the number one

From Brad Luen

140 plays 0
The parametric F-test 94 of 101

duration 12 minutes 38 seconds

The parametric F-test

The parametric F-test

The parametric F-test

The parametric F-test

F is for friends who do stuff together

From Brad Luen

241 plays 0
Time series: Presidential elections 95 of 101

duration 19 minutes 0 seconds

Time series: Presidential elections

Time series: Presidential elections

Time series: Presidential elections

Time series: Presidential elections

I go forwards, you go backwards

From Brad Luen

248 plays 0
Transformations 96 of 101

duration 13 minutes 11 seconds

Transformations

Transformations

Transformations

Transformations

Autobots wage their battle to destroy the evil forces of the Decepticons

From Brad Luen

146 plays 0
Trivariate data: Burning ethanol 97 of 101

duration 15 minutes 5 seconds

Trivariate data: Burning ethanol

Trivariate data: Burning ethanol

Trivariate data: Burning ethanol

Trivariate data: Burning ethanol

and since the day I left Milwaukee, Lynchburg, Bordeaux, France

From Brad Luen

161 plays 0
Two-sample example: Etruscan skulls 98 of 101

duration 17 minutes 52 seconds

Two-sample example: Etruscan skulls

Two-sample example: Etruscan skulls

Two-sample example: Etruscan skulls

Two-sample example: Etruscan skulls

gently take my skulls for a ride

From Brad Luen

268 plays 0
Understanding density estimates 99 of 101

duration 12 minutes 55 seconds

Understanding density estimates

Understanding density estimates

Understanding density estimates

Understanding density estimates

that's the joint

From Brad Luen

188 plays 0
Using gam() to fit splines 100 of 101

duration 13 minutes 30 seconds

Using gam() to fit splines

Using gam() to fit splines

Using gam() to fit splines

Using gam() to fit splines

California knows how to party

From Brad Luen

138 plays 0
Wilcoxon rank-sum test 101 of 101

duration 10 minutes 36 seconds

Wilcoxon rank-sum test

Wilcoxon rank-sum test

Wilcoxon rank-sum test

Wilcoxon rank-sum test

baby take a chance (P = 0.03) with me

From Brad Luen

240 plays 0

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