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Draw a nomogram for a logistic regression (full data not available, only intercept and coefficients) How to Create a Nomogram for Logistic Regression Using Limited Data In statistical modeling logistic regression is a popular method used for binary outcome pred 3 min read 28-09-2024 36
Replicating logistic regression results from Stata in R Replicating Logistic Regression Results from Stata in R In the world of statistical analysis researchers often need to replicate results across different softwa 3 min read 25-09-2024 52
computing risk ratio and risk difference from binomial models Understanding Risk Ratio and Risk Difference in Binomial Models In biostatistics and epidemiology its crucial to analyze risk associated with certain events par 2 min read 20-09-2024 53
Why are R and Python giving me different confidence intervals in a logistic model? Why Are R and Python Giving Me Different Confidence Intervals in a Logistic Model When working with statistical models particularly in logistic regression its n 3 min read 20-09-2024 61
Multinomial mixed models: glmmTMB vs. mblogit. Why does glmmTMB works and mblogit gives the 'a' is computationally singular error? Understanding Multinomial Mixed Models glmm TMB vs mblogit In the realm of statistical modeling multinomial mixed models serve an important role when dealing wi 3 min read 14-09-2024 53
Multicollinearity of categorical variables Tackling Multicollinearity with Categorical Variables A Comprehensive Guide Multicollinearity the phenomenon where independent variables in a regression model a 2 min read 06-09-2024 58
Increase sample size for logistic regression How to Increase Sample Size for Logistic Regression A Comprehensive Guide In statistical modeling particularly in logistic regression the size of the dataset pl 3 min read 03-09-2024 51
I am getting error in importing logistic regression in jupyter notebook Troubleshooting Import Error cannot import name Logistic Regression in Jupyter Notebook Many data scientists and machine learning enthusiasts encounter the frus 3 min read 30-08-2024 42
Different outputs of marginaleffects::avg_prediction and ggeffects::ggeffect in R Understanding the Differences between ggeffects ggeffect and marginaleffects avg prediction for Multinomial Regression When analyzing multinomial regression mod 2 min read 29-08-2024 51
Issues with Converting Sklearn Logistical Regression Predicted Probabilities into Scores Converting Sklearn Logistic Regression Probabilities into Scores A Comprehensive Guide This article delves into the challenges of transforming predicted probabi 2 min read 28-08-2024 47
Find learning rate for homomorphic encryption logistic regression model Finding the Right Learning Rate for Homomorphic Encryption Logistic Regression Training machine learning models on encrypted data using homomorphic encryption H 3 min read 28-08-2024 39
I don't understand how decision boundary is working in this case!! (related to sigmoid function) Understanding Decision Boundaries and the Sigmoid Function The concept of a decision boundary is crucial in machine learning particularly in classification task 2 min read 27-08-2024 54