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  • abstract1
  • alternative methodologies1
  • ANOVA2
  • arima1
  • bagging2
  • bayesian methodology2
  • bayesian modelling1
  • bayesian statistics1
  • binomial1
  • bootstrapping1
  • chi-squared1
  • constrained least squares1
  • contingency tables1
  • data analysis3
  • discrete2
  • etl1
  • factor analysis1
  • feature reduction1
  • fischers exact1
  • forwards-backwards1
  • gamma distribution1
  • general estimating equations2
  • generalized linear models3
  • generalized mixed models1
  • glm1
  • heteroskedacity1
  • HMMS2
  • holt-winters1
  • hotellings2
  • IQR1
  • knn2
  • linear models1
  • linear regression6
  • link function1
  • logistic regression2
  • machine learning2
  • MANOVA1
  • marathon1
  • markov chains2
  • Mean1
  • Median1
  • mixed models2
  • Mode1
  • multivariate2
  • New York2
  • non-normality1
  • parameters1
  • pillai1
  • Poisson1
  • project4
  • random forest2
  • Range1
  • reddit3
  • roys1
  • sampling schemes1
  • sarima1
  • sentiment analysis2
  • spectral analysis1
  • Statistics2
  • Summary Statistics1
  • survivor4
  • t-test2
  • theory6
  • time series1
  • tree-methods2
  • Trimean1
  • Variance1
  • viterbi1
  • weighted least squares1
  • wilks1
  • Windsorized Mean1

abstract

  • Sun 16 September 2018Factor Analysis

alternative methodologies

  • Sat 03 November 2018To T-Test or Not to T-Test A Bayesian Approach

ANOVA

  • Sat 03 November 2018MANOVA
  • Sun 23 September 2018ANOVA Robustness to Non-Normality

arima

  • Wed 26 September 2018Time Series Analysis: Lake Erie

bagging

  • Sun 04 December 2016NYPD Stop and Frisk
  • Sun 04 December 2016NYPD Stop and Frisk -- Full Code

bayesian methodology

  • Fri 26 October 2018Bayesian Analysis: Poisson Discrete
  • Tue 23 October 2018Bayesian Analysis: Binomial Discrete

bayesian modelling

  • Sat 03 November 2018To T-Test or Not to T-Test A Bayesian Approach

bayesian statistics

  • Wed 03 October 2018Approaches to Contingency Tables A Bayesian Approach

binomial

  • Tue 23 October 2018Bayesian Analysis: Binomial Discrete

bootstrapping

  • Thu 29 March 2018Bootstrapping Exercise An example using the GLM parameters

chi-squared

  • Wed 03 October 2018Approaches to Contingency Tables A Bayesian Approach

constrained least squares

  • Sat 29 December 2018Constrained Least Squares

contingency tables

  • Wed 03 October 2018Approaches to Contingency Tables A Bayesian Approach

data analysis

  • Wed 15 December 2021Survivor: Outwit, Outplay, Out...analyze? (Part 4) Sentiment Analysis Model
  • Thu 25 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 3) Sentiment Analysis Exploratory Analysis
  • Fri 05 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 2) Looking at Reddit Mentions

discrete

  • Fri 26 October 2018Bayesian Analysis: Poisson Discrete
  • Tue 23 October 2018Bayesian Analysis: Binomial Discrete

etl

  • Sun 17 October 2021Survivor: Outwit, Outplay, Out...analyze? (Part 1) Collecting The Data

factor analysis

  • Sun 16 September 2018Factor Analysis

feature reduction

  • Sun 16 September 2018Factor Analysis

fischers exact

  • Wed 03 October 2018Approaches to Contingency Tables A Bayesian Approach

forwards-backwards

  • Fri 24 January 2020Hidden Markov Models Extensions

gamma distribution

  • Mon 05 November 2018Generalized Linear Models An Exercise

general estimating equations

  • Tue 23 October 2018Determining Sampling Schemes for Hierarchies A Simulated Approach using R
  • Thu 04 January 2018Mixed Models vs GEE Comparing the Two Hierarchical Models

generalized linear models

  • Mon 05 November 2018Generalized Linear Models An Exercise
  • Thu 29 March 2018Bootstrapping Exercise An example using the GLM parameters
  • Thu 04 January 2018Mixed Models vs GEE Comparing the Two Hierarchical Models

generalized mixed models

  • Thu 04 January 2018Mixed Models vs GEE Comparing the Two Hierarchical Models

glm

  • Thu 29 March 2018Bootstrapping Exercise An example using the GLM parameters

heteroskedacity

  • Thu 24 January 2019Heteroskedacity with Weighted Least Squares

HMMS

  • Fri 24 January 2020Hidden Markov Models Extensions
  • Sun 09 December 2018HMMs: Viterbi Algorithm

holt-winters

  • Wed 26 September 2018Time Series Analysis: Lake Erie

hotellings

  • Sun 18 November 2018Hotelling's T-Test Example
  • Sat 03 November 2018MANOVA

IQR

  • Sun 09 September 2018Summary Statistics Part 2: Measures of Spread

knn

  • Sun 04 December 2016NYPD Stop and Frisk
  • Sun 04 December 2016NYPD Stop and Frisk -- Full Code

linear models

  • Sun 23 September 2018ANOVA Robustness to Non-Normality

linear regression

  • Thu 24 January 2019Heteroskedacity with Weighted Least Squares
  • Sat 29 December 2018Constrained Least Squares
  • Mon 05 November 2018Generalized Linear Models An Exercise
  • Tue 23 October 2018Determining Sampling Schemes for Hierarchies A Simulated Approach using R
  • Thu 29 March 2018Bootstrapping Exercise An example using the GLM parameters
  • Thu 04 January 2018Mixed Models vs GEE Comparing the Two Hierarchical Models

link function

  • Mon 05 November 2018Generalized Linear Models An Exercise

logistic regression

  • Sun 04 December 2016NYPD Stop and Frisk
  • Sun 04 December 2016NYPD Stop and Frisk -- Full Code

machine learning

  • Wed 15 December 2021Survivor: Outwit, Outplay, Out...analyze? (Part 4) Sentiment Analysis Model
  • Thu 25 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 3) Sentiment Analysis Exploratory Analysis

MANOVA

  • Sat 03 November 2018MANOVA

marathon

  • Mon 05 November 2018Generalized Linear Models An Exercise

markov chains

  • Fri 24 January 2020Hidden Markov Models Extensions
  • Sun 09 December 2018HMMs: Viterbi Algorithm

Mean

  • Sun 02 September 2018Summary Statistics Part 1: Central Tendency

Median

  • Sun 02 September 2018Summary Statistics Part 1: Central Tendency

mixed models

  • Tue 23 October 2018Determining Sampling Schemes for Hierarchies A Simulated Approach using R
  • Thu 04 January 2018Mixed Models vs GEE Comparing the Two Hierarchical Models

Mode

  • Sun 02 September 2018Summary Statistics Part 1: Central Tendency

multivariate

  • Sun 18 November 2018Hotelling's T-Test Example
  • Sat 03 November 2018MANOVA

New York

  • Sun 04 December 2016NYPD Stop and Frisk
  • Sun 04 December 2016NYPD Stop and Frisk -- Full Code

non-normality

  • Sun 23 September 2018ANOVA Robustness to Non-Normality

parameters

  • Thu 29 March 2018Bootstrapping Exercise An example using the GLM parameters

pillai

  • Sat 03 November 2018MANOVA

Poisson

  • Fri 26 October 2018Bayesian Analysis: Poisson Discrete

project

  • Wed 15 December 2021Survivor: Outwit, Outplay, Out...analyze? (Part 4) Sentiment Analysis Model
  • Thu 25 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 3) Sentiment Analysis Exploratory Analysis
  • Fri 05 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 2) Looking at Reddit Mentions
  • Sun 17 October 2021Survivor: Outwit, Outplay, Out...analyze? (Part 1) Collecting The Data

random forest

  • Sun 04 December 2016NYPD Stop and Frisk
  • Sun 04 December 2016NYPD Stop and Frisk -- Full Code

Range

  • Sun 09 September 2018Summary Statistics Part 2: Measures of Spread

reddit

  • Wed 15 December 2021Survivor: Outwit, Outplay, Out...analyze? (Part 4) Sentiment Analysis Model
  • Thu 25 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 3) Sentiment Analysis Exploratory Analysis
  • Fri 05 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 2) Looking at Reddit Mentions

roys

  • Sat 03 November 2018MANOVA

sampling schemes

  • Tue 23 October 2018Determining Sampling Schemes for Hierarchies A Simulated Approach using R

sarima

  • Wed 26 September 2018Time Series Analysis: Lake Erie

sentiment analysis

  • Wed 15 December 2021Survivor: Outwit, Outplay, Out...analyze? (Part 4) Sentiment Analysis Model
  • Thu 25 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 3) Sentiment Analysis Exploratory Analysis

spectral analysis

  • Wed 26 September 2018Time Series Analysis: Lake Erie

Statistics

  • Sun 09 September 2018Summary Statistics Part 2: Measures of Spread
  • Sun 02 September 2018Summary Statistics Part 1: Central Tendency

Summary Statistics

  • Sun 09 September 2018Summary Statistics Part 2: Measures of Spread

survivor

  • Wed 15 December 2021Survivor: Outwit, Outplay, Out...analyze? (Part 4) Sentiment Analysis Model
  • Thu 25 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 3) Sentiment Analysis Exploratory Analysis
  • Fri 05 November 2021Survivor: Outwit, Outplay, Out...analyze? (Part 2) Looking at Reddit Mentions
  • Sun 17 October 2021Survivor: Outwit, Outplay, Out...analyze? (Part 1) Collecting The Data

t-test

  • Sun 18 November 2018Hotelling's T-Test Example
  • Sat 03 November 2018To T-Test or Not to T-Test A Bayesian Approach

theory

  • Thu 24 January 2019Heteroskedacity with Weighted Least Squares
  • Sat 29 December 2018Constrained Least Squares
  • Mon 05 November 2018Generalized Linear Models An Exercise
  • Tue 23 October 2018Determining Sampling Schemes for Hierarchies A Simulated Approach using R
  • Sun 23 September 2018ANOVA Robustness to Non-Normality
  • Thu 04 January 2018Mixed Models vs GEE Comparing the Two Hierarchical Models

time series

  • Wed 26 September 2018Time Series Analysis: Lake Erie

tree-methods

  • Sun 04 December 2016NYPD Stop and Frisk
  • Sun 04 December 2016NYPD Stop and Frisk -- Full Code

Trimean

  • Sun 02 September 2018Summary Statistics Part 1: Central Tendency

Variance

  • Sun 09 September 2018Summary Statistics Part 2: Measures of Spread

viterbi

  • Sun 09 December 2018HMMs: Viterbi Algorithm

weighted least squares

  • Thu 24 January 2019Heteroskedacity with Weighted Least Squares

wilks

  • Sat 03 November 2018MANOVA

Windsorized Mean

  • Sun 02 September 2018Summary Statistics Part 1: Central Tendency
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