Search result for Logistic regression example Online Courses & Certifications
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Logistic Regression in R for Public Health
by Alex Bottle- 4.8
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Approx. 12 hours to complete
Welcome to Logistic Regression in R for Public Health! Why logistic regression for public health rather than just logistic regression? Run simple and multiple logistic regression analysis in R and interpret the output Evaluate the model assumptions for multiple logistic regression in R Introduction to Logistic Regression Introduction to Logistic Regression...
Regression Models
by Brian Caffo, PhD , Roger D. Peng, PhD , Jeff Leek, PhD- 4.4
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Approx. 54 hours to complete
Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. Introductory Data Example Linear Least Squares Coding Example Regression to the Mean Week 4: Logistic Regression and Poisson Regression Logistic Regression part I Logistic Regression part II Logistic Regression part III Logistic regression...
Simple Regression Analysis in Public Health
by John McGready, PhD, MS- 4.7
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Approx. 14 hours to complete
Simple Linear Regression Model: Estimating the Regression Equation—Accounting for Uncertainty in the Estimates Simple Logistic Regression Simple Logistic Regression with a Binary (or Categorical) Predictor Simple Logistic Regression with a Continuous Predictor Estimating Risk and Functions of Risk from Logistic Regression Results Solutions to Practice Quiz on Simple Logistic Regression Logistic Regression...
Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
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Approx. 30 hours to complete
Conditionally conjugate prior example with Normal likelihood Computing example with Normal likelihood Introduction to linear regression Introduction to logistic regression Introduction to Poisson regression Linear regression example Linear regression example in JAGS...
Artificial Intelligence #2: Polynomial & Logistic Regression
by Sobhan N.- 4.1
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2 hours on-demand video
Learn Polynomial & Logistic Regression and code them in python In statistics, Logistic Regression, or logit regression, or logit model is a regression model where the dependent variable (DV) is categorical. In the terminology of economics, logistic regression is an example of a qualitative response/discrete choice model. Logistic Regression was developed by statistician David Cox in 1958....
$9.99
Artificial Intelligence #4:SVM & Logistic Classifier methods
by Sobhan N.- 3.1
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2 hours on-demand video
Cases where the dependent variable has more than two outcome categories may be analysed in multinomial logistic regression, or, if the multiple categories are ordered, in ordinal logistic regression. In the terminology of economics, logistic regression is an example of a qualitative response/discrete choice model. Logistic Regression was developed by statistician David Cox in 1958....
$12.99
Data Science Fundamentals for Data Analysts
by Emma Freeman , Mark Roepke- 0.0
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Approx. 19 hours to complete
Hypothesis Test Example Regression and Classification Classification, Regression and Clustering A Review of Supervised Learning and Regression An Introduction to Linear Regression An Introduction to Logistic Regression Applying Logistic Regression Logistic Regression Lab 1 Intro Logistic Regression Lab 2 Intro Logistic Regression Lab I Logistic Regression Lab 2 Linear Regression Regression Evaluation Logistic Regression...
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Survival Analysis in R for Public Health
by Alex Bottle- 4.5
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Approx. 11 hours to complete
The three earlier courses in this series covered statistical thinking, correlation, linear regression and logistic regression. The three previous courses in the series explained concepts such as hypothesis testing, p values, confidence intervals, correlation and regression and showed how to install R and run basic commands. How to choose predictors for a regression model...
Machine Learning: Classification
by Emily Fox , Carlos Guestrin- 4.7
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Approx. 21 hours to complete
-Implement a logistic regression model for large-scale classification. Linear Classifiers & Logistic Regression Logistic regression model Example of computing derivative for logistic regression Logistic Regression with L2 regularization Overfitting & Regularization in Logistic Regression Logistic Regression with L2 regularization Training Logistic Regression via Stochastic Gradient Ascent Training Logistic Regression via Stochastic Gradient Ascent...
SAS programming concepts(Base+Advanced)
by Ankita khanna- 3.4
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2.5 hours on-demand video
Proc Correlation (Pearson moment correlation coefficient)Proc ANOVA (Example provided using p value to accept the null and alternate hypothesis)Explains hypothesis testing used in SAS using Proc t-test, predictive analytics such as linear regression, logistic regression. Explains hypothesis testing used in SAS using Proc t-test, predictive analytics such as linear regression, logistic regression...
$12.99
