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EncartaLabs

JMP - ANOVA and Regression

( Duration: 2 Days )

This JMP - ANOVA and Regression training course teaches to analyze data with a single continuous response variable using analysis of variance and regression methods. You learn how to perform elementary exploratory data analysis (EDA) and discover natural patterns in data. Important statistical concepts such as confidence intervals are also introduced.

By attending JMP - ANOVA and Regression workshop, delegates will learn to:

  • Compare two means using a t-test
  • Generate and interpret an analysis of variance to compare more than two means
  • Analyze relationships between continuous variables using simple and multiple linear regression models
  • Perform an analysis of covariance to incorporate continuous and categorical predictors
  • Evaluate assumptions in statistical hypothesis testing

  • Attend a training on JMP Software: Data Exploration or have equivalent experience.

The JMP - ANOVA and Regression class is ideal for:

  • Analysts and researchers with some statistical knowledge

COURSE AGENDA

1

Introduction to statistics

  • Reviewing populations and samples
  • Exploring data with descriptive statistics and graphs
  • Generating and understanding confidence intervals
  • Understanding statistical hypothesis tests
2

Comparing means

  • Analyzing a one-sample t-test
  • Analyzing paired data
  • Comparing two independent groups using a t-test
3

Analysis of variance

  • Fitting one-way anova models with two levels
  • Fitting one-way anova models with more than two levels
  • Performing multiple comparisons
  • Examining anova assumptions
  • Fitting n-way anova models
  • Analyzing power and sample size
4

Simple linear regression

  • Using scatterplots and correlation statistics
  • Performing simple linear regression
  • Fitting polynomial regression models
5

Multiple regression

  • Performing multiple regression
  • Performing multiple regression with interactions
  • Performing stepwise regression
6

Regression diagnostics

  • Examining model assumptions
  • Discovering multivariate outliers
  • Investigating collinearity

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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