<we><edit> <!-- questions and answers -->
missing-data
machine-learning
scikit-learn
p-value
model
experiment-design
data-visualization
terminology
spss
sampling
forecasting
generalized-linear-model
confidence-interval
normalization
expected-value
time-series
references
mathematical-statistics
random-effects-model
interpretation
pca
survey
stochastic-processes
cross-validation
neural-networks
logistic
Statistical approach to compare the calibration between models
r
machine-learning
logistic
calibration
Mathematically Describing PCA chained with Logistic Regression
logistic
pca
Results vary between XGBoost and Logistic regression
r
regression
logistic
xgboost
Terminology question; Cross-sectional study and logistic regression - "predictors" or "correlates"?
regression
logistic
terminology
Binary logistic regression with multiple independent variables
regression
logistic
binary-data
separation
How to choose the cutoff probability for a rare event Logistic Regression
regression
logistic
classification
generalized-linear-model
roc
glmer() warning message with proportional data
r
logistic
mixed-model
lme4-nlme
glmm
MEDICAL STATISTICS QUESTION: When log odds (B) is 0.034 and OR (Exp B) is 1.034 for death, what is the OR for a 10 year change in age?
regression
logistic
odds-ratio
what is the answer in this Jarque-Bera test?
logistic
Feature correlation and their effect of Logistic Regression
machine-learning
logistic
P Value interpretation in K fold Validation
logistic
cross-validation
references
p-value
Coefficients in Logistic Regression with quadratic penalty
logistic
penalized
How does perfect separation in logistic regression affect the AUC?
regression
logistic
auc
separation
Logistic Regression: What do people exactly mean by “cell size”? (example: small cell N's but no warning messages and convergence criteria met.)
regression
logistic
sample-size
terminology
biostatistics
How to compute the AUROC for a single categorical variable
logistic
binary-data
roc
auc
many-categories
Unable to interpret logistic regression coefficient
logistic
regression-coefficients
How to run logistic regression accurately
r
logistic
multiple-regression
Optimizing Logistic Regression Model with Scikit-Learn
logistic
python
scikit-learn
Unequal sample sizes, unequal variances, non-normality, more than 2 groups. Can I use ordinal logistic regression?
r
regression
logistic
heteroscedasticity
ordinal-data
Bootstraps based inference
regression
logistic
sampling
bootstrap
resampling
What regression models can choose between more than two categories?
regression
logistic
model
ordered-logit
multinomial-logit
How to understand confusion matrix for 3x3
logistic
classification
confusion-matrix
Can I run a logistic regression if my dependent variable has one category?
regression
logistic
generalized-linear-model
Interpret R lmr() output for ordinal logistic regression?
r
regression
logistic
interpretation
ordered-logit
How to perform an a priori power analysis based upon a mixed effects logistic regression?
logistic
mixed-model
random-variable
power-analysis
power
Is there any practical situation where the response variable of a poisson regression is fuzzy
regression
logistic
count-data
poisson-regression
fuzzy
Probabilities from Logistic Regression
probability
distributions
logistic
binomial
Big change in p-value and B value due to moderator variable
logistic
interaction
Lp regularization with p < 1?
logistic
python
scikit-learn
lasso
regularization
loan default model
regression
time-series
logistic
econometrics
Why sigmoid function instead of anything else?
logistic
neural-networks
least-squares
Why is there no Exp(B) value in my SPSS output?
regression
logistic
spss
ordinal-data
Poisson regression model selection
r
regression
logistic
poisson-distribution
poisson-regression
How to use "IDs" as an input variable to a ML model?
machine-learning
logistic
neural-networks
tensorflow
embeddings
Why LR and linear classification model doesn't work on one-hot encoded data?
logistic
classification
linear-model
sgd
Logistic Regression on Time Series Data
regression
time-series
logistic
linear
trend
How to calculate pseudo-$R^2$ from R's logistic regression?
r
logistic
log-likelihood
How to estimate Relative Risks in Multivariate Binary Logistic Regression Models, instead of Odds Ratios?
logistic
multivariate-analysis
odds-ratio
relative-risk
Binary logistic Regression and Explanatory Variable with Multiple Levels
logistic
spss
logit
odds-ratio
Pros and cons of Logistic Regression, Naive Bayes, Random Forest, Tree and kNN
logistic
classification
random-forest
naive-bayes
k-nearest-neighbour
Logistic Regression Cost Function issue in Matlab
regression
logistic
matlab
validation
train
How to handle missing data in a logistic regression using SPSS?
spss
logistic
missing-data
How does outlier impact logistic regression?
regression
machine-learning
logistic
generalized-linear-model
residuals
How to calculate WOE (weight of evidence) for single class bins?
regression
logistic
logit
Multiple Imputation (mice) with interaction terms in model
logistic
interaction
data-imputation
multiple-imputation
mice
Use of KS statistics to choose the probability cut-off in logistic regression model
machine-learning
logistic
predictive-models
modeling
logistic-distribution
In Logistic Regression, how do we do cross validation when using gradient descent?
machine-learning
logistic
gradient-descent
Why am I not getting a uniform p-value distribution from logistic regression with random predictors?
r
regression
logistic
p-value
Does the delta output from a k-fold cross validation indicate the estimated classification error?
regression
logistic
cross-validation
High value of B is a matter of concern or not?
logistic
multilevel-analysis
Alternatives to ordinal regression when proportional odds assumption not met
r
regression
logistic
ordered-logit
link-function
Why does logistic regression become unstable when classes are well-separated?
r
regression
logistic
separation
Options accounting for spatial autocorrelation in a skewed distribution on a binary response variable
logistic
bayesian
autocorrelation
How to subset alternatives in nested multinomial logistic regression?
regression
logistic
classification
multilevel-analysis
subset
Is the log loss function $f(w) = y_t \log(y_p) + (1 - y_t) \log(1 - y_p)$ convex in $w$?
regression
logistic
classification
mathematical-statistics
convex
Binary Data with repetitions
regression
logistic
binomial
binary-data
What determines how accurate predictive probabilities are in logistic regressions?
regression
logistic
p-value
Which loss function is correct for logistic regression?
logistic
loss-functions
Hessian of logistic function
logistic
How to compare logistic regression curves?
hypothesis-testing
logistic
bernoulli-distribution
logistic-curve
The correct loss function for logistic regression
machine-learning
logistic
loss-functions
Predictive analysis of discrete survival time
logistic
cross-validation
survival
prediction
cox-model
Comparing different methods of discrete-time survival analysis
logistic
mixed-model
survival
cox-model
R: glm function with family = "binomial" and "weight" specification
r
logistic
generalized-linear-model
binomial
weighted-regression
Use of regression equation when not all independent variables' values are known
regression
logistic
predictor
fit and cross-validate categorical sample data formed from observations
regression
logistic
categorical-data
cross-validation
cart
Odds ratios from a logistic regression, can they be converted to r?
logistic
meta-analysis
odds-ratio
Intuition of applying PCA before logistic regression
machine-learning
logistic
pca
Missing factor levels after logistic regression glm()
r
regression
logistic
missing-data
Logistic regression with categorical predictors, do log-odds differ from 0?
regression
logistic
logit
Calculating log odds of Y = 0 in Logistic Regression Model
logistic
is logistic regression only for binary classification?
logistic
classification
multinomial-logit
Prediction interval for the predicted probability obtained using a logistic regression for new subject
logistic
predictive-models
prediction
prediction-interval
Creating observed/expected ratio using logistic regression
r
logistic
generalized-linear-model
Calculating log odds with multiple predictor variables in Logistic Regression
regression
logistic
Logistic Regression of large sales table with categorical values
r
regression
logistic
modeling
Odd Ratio and logistic regression
logistic
odds-ratio
Regularization in text classification with bag-of-words
machine-learning
logistic
classification
regularization
bag-of-words
Adjusting Binary Logistic Formula in SPSS
regression
logistic
binary-data
adjustment
How to compare the performance of two classification methods? (logistic regression and classification trees)
r
machine-learning
logistic
cross-validation
cart
Sample size formula for multiple regression between binomial variables?
regression
logistic
binomial
sample-size
I think my logistic model is overfitted even with Lasso? R gives me a perfect separation warning message
r
regression
logistic
separation
Dealing with "Don't know" and "missing" in the outcome variable
logistic
missing-data
biostatistics
regression-strategies
Is logistic regression a generalized linear model for more than two classes?
regression
logistic
generalized-linear-model
multivariate-analysis
exponential-family
Relation between Variance of Bernoulli and Logistic Regression?
machine-learning
logistic
mathematical-statistics
Interpretation of three-way interaction effects
regression
logistic
interaction
Logistic Regression with gradient decent: Proper implementation
r
regression
machine-learning
logistic
classification
Generalized linear model using quasi-likelihood
logistic
generalized-linear-model
variance
quasi-likelihood
Orthogonal regressor in a generalized linear model changes coefficients
regression
hypothesis-testing
logistic
generalized-linear-model
How to interpret the coefficients in a fractional logit model?
r
logistic
generalized-linear-model
interpretation
quasi-likelihood
How to fit a mixed model with response variable between 0 and 1?
r
logistic
mixed-model
glmm
lme4-nlme
What is the difference between logistic regression and Fractional response regression?
r
logistic
generalized-linear-model
quasi-likelihood
Singularity issues in multinomial logit model with differing choice sets
r
logistic
multinomial
Calculate price elasticity from a history of sales data
logistic
correlation
python
elasticity
winsoring forecasting dataset
logistic
forecasting
winsorizing
error: GEE function in R "logistic model for probability has fitted value very close to 1"
r
logistic
error
gee
separation
Negative feature value
regression
logistic
weka
Whether its moderated mediation or something wrong going on?
regression
logistic
interaction
mediation
Absolute risk and NNT from logistic regression
logistic
risk-difference
number-needed-to-treat
Logistic regression is predicting all 1, and no 0
regression
logistic
predictive-models
unbalanced-classes
scoring-rules