<we><edit> <!-- questions and answers -->
conditional-probability
spss
clustering
mathematical-statistics
mixed-model
binomial
panel-data
interpretation
stochastic-processes
neural-networks
sampling
predictive-models
data-mining
r
data-transformation
chi-squared
cross-validation
simulation
mean
terminology
classification
multiple-comparisons
descriptive-statistics
hypothesis-testing
multivariate-analysis
logistic
Methods / approach to improve the predictive accuracy of a logistic regression model
regression
logistic
predictive-models
references
Coefficients from Logistic Regression using Scikit-Learn
regression
logistic
classification
optimization
scikit-learn
Arguments to sklearn.feature_selection.rfe.fit
regression
logistic
scikit-learn
statsmodels
How is the cost function from Logistic Regression derivated
regression
logistic
gradient-descent
derivative
Logit parameters estimates when the model perfectly discriminates
logistic
binary logistic regression with large sample size
regression
logistic
binary-data
goodness-of-fit
hosmer-lemeshow-test
Logistic Regression on Time Series Data
regression
time-series
logistic
linear
trend
How to avoid collinearity of categorical variables in logistic regression?
regression
logistic
multiple-regression
multicollinearity
Logistic regression model - software defect prediction
regression
logistic
auc
sensitivity
specificity
Testing the scope of application of a logistic regression model
machine-learning
logistic
predictive-models
application
domain-adaptation
Logistical Regression: Expected low p-value for one independent vaiable
regression
logistic
How to do 4-parametric regression for ELISA data in R
r
regression
logistic
biostatistics
bioinformatics
Should logistic regression models generated with and without cross validation in the caret.train function in R be the same?
r
logistic
caret
ROC curve and Logistic Regression
regression
logistic
roc
model-evaluation
Categorising continuous variable into quartiles - plot of coefficients vs the midpoint of the interval
logistic
categorical-data
logit
Lift Charts in R error The y variable must be a two-level factor
r
regression
logistic
Running logistic Regression in SPSS
regression
logistic
Whether to convert Categorical value in Logistic Regrssion
regression
logistic
categorical-data
Why does my ROC curve look like this (is it correct?)
machine-learning
logistic
data-visualization
roc
Can outcome-dependent bootstrapping be employed when validating models for binary outcomes?
logistic
confidence-interval
predictive-models
bootstrap
Logistic Regression Models Without Main Effects?
regression
logistic
interaction
nonlinear-regression
logistic-distribution
interpretation of betareg coef
regression
logistic
multiple-regression
beta-regression
Report of logistic regression (SPSS)
regression
logistic
spss
reporting
ordinal logistic regression - sample size no power info
regression
logistic
ordinal-data
How to calculate WOE (weight of evidence) for single class bins?
regression
logistic
logit
Explained variance in logistic regression based on regression coefficients
regression
logistic
variance
nonlinear-regression
Regression to check predictivity of mutation position on phenotype
regression
logistic
aic
likelihood-ratio
nested-models
How to compare the performance of two classification methods? (logistic regression and classification trees)
r
machine-learning
logistic
cross-validation
cart
Logistic Regression - Covariance Matrix of "Response" Residual Vector
logistic
variance
residuals
covariance-matrix
Question on deriving the multinomial logit model
probability
distributions
logistic
integral
How does the total number of users of a particular online community usually evolve in time?
time-series
logistic
curve-fitting
Log-odds transformation in gbm binary classification
logistic
classification
binary-data
boosting
Goodness of fit for logistic regression and difference in validation when bootstrapping
regression
logistic
bootstrap
goodness-of-fit
sas
Calculate the confidence interval of log odds using a linear combination?
logistic
confidence-interval
odds-ratio
Does it make sense to use Logistic regression with binary outcome and predictor?
r
regression
probability
logistic
odds-ratio
The effect of skewed continuous predictors in a binary logistic regression model
distributions
logistic
skewness
odds-ratio
splines
Logistic Regression coefficients (in real life!)
logistic
terms and keep.order in GLM not working with factor variable as part of interaction
regression
logistic
interaction
Country of origin as a dependent variable in Logistic regression
regression
logistic
Why are IV with odds ratios =1 included in the model?
regression
logistic
sas
odds-ratio
Choice of levels of categorical independent variable in logistic regression
logistic
categorical-data
categorical-encoding
Logistic Regression for random data
regression
machine-learning
logistic
python
Interpretation of a partly continuous variable
regression
logistic
interpretation
continuous-data
Interpreting logistic regression output
r
logistic
interpretation
importance
What can make categorical variables seem significant in a logistic regression
logistic
statistical-significance
categorical-encoding
Can logistic regression learn the decision boundary directly?
logistic
classification
WAIC and model selection
regression
logistic
model-selection
model
Multinomial logistic regression in R returns fewer categories
r
regression
logistic
categorical-data
nnet
how to solve this problem with K-fold Cross validation?v
logistic
cross-validation
How to set up an intercept-only mixed logistic regression in order to test for difference from 50% chance level?
logistic
mixed-model
generalized-linear-model
lme4-nlme
glmm
Confidence interval for x-values given a probability in a logistic regression
r
regression
probability
logistic
confidence-interval
Does the delta output from a k-fold cross validation indicate the estimated classification error?
regression
logistic
cross-validation
Doing several ordinal regressions as part of same research question, but distributions differ, what model to use?
logistic
generalized-linear-model
ordered-logit
Using logistic regression for a continuous dependent variable
regression
logistic
multiple-regression
Comparing different methods of discrete-time survival analysis
logistic
mixed-model
survival
cox-model
Singularity issues in multinomial logit model with differing choice sets
r
logistic
multinomial
Fitting a logistic mixed model with AR1 correlation structure
logistic
mixed-model
autocorrelation
asym, xmid, scal biological interpretation for Self-Starting Nls Logistic Model
r
logistic
growth-model
Realisation of a logistic segmented regression / psi argument
logistic
segmented-regression
Probabilistic Generative model derivation assuming Guassian distribution of class-conditional probabilities
machine-learning
logistic
linear-model
conditional-probability
Logistic Regression (encapsulating chronology within features)
time-series
logistic
feature-construction
Sampling from Bayesian Hierarchical Logistic Regression Posterior
logistic
bayesian
hierarchical-bayesian
Caret error: train()'s use of ROC codes requires class probabilities. See the classProbs option of trainControl() when using Logistic Regression
r
logistic
classification
caret
Logistic regression: calculate likelihood value for training data set using weights
logistic
likelihood
weights
Combining additive and multiplicative effects in logistic regression
regression
logistic
generalized-linear-model
binomial
nonlinear-regression
Regression when output is in a specific interval
regression
logistic
multiple-comparisons
How to interpret the coefficient of the reference group in multinomial logistic regression
logistic
multinomial-logit
Maximum number of categorical predictors in multinomial (polytomous) logistic regression
regression
logistic
multinomial
logit
Interpreting lrtest output in R for multiple logistic regressions
r
logistic
likelihood-ratio
Each execution of sklearn logistic regression gives different accuracy
logistic
scikit-learn
Why do we use logistic regression for classification problems, rather than other continuous functions?
regression
logistic
classification
prediction
logistic-curve
how to use logistic regression for this scenario
regression
logistic
fit and cross-validate categorical sample data formed from observations
regression
logistic
categorical-data
cross-validation
cart
Moran's I test for spatial autocorrelation on the residuals from a logistic mixed model
logistic
mixed-model
autocorrelation
spatial
p-value and standard error of logistic regression betas calculated from reciprocal of odds ratio
logistic
p-value
standard-error
odds-ratio
should I use a MANCOVA or an ordered logistic regression for my correlation study?
regression
logistic
correlation
mancova
logistic regression for recommendation system
logistic
deep-learning
recommender-system
logistic function ec90
logistic
Should all parameter coeffiecients be negative for WOE in logistic
logistic
On the inclusion of intercept when performing regression with categorical and continuous predictors
r
regression
logistic
categorical-data
one-sided joint test of coefficients
r
regression
hypothesis-testing
logistic
categorical-data
Fitted value versus probability for logistic regression
r
logistic
generalized-linear-model
proportion
logit
What is happening here, when I use squared loss in logistic regression setting?
r
machine-learning
logistic
optimization
loss-functions
Regularization in text classification with bag-of-words
machine-learning
logistic
classification
regularization
bag-of-words
Standard error for the difference of coefficients in logistic regression
logistic
generalized-linear-model
Logistic regression interpretation on R code
r
logistic
interpretation
Decision Tree Categorical and Continuous Variable
regression
logistic
predictive-models
random-forest
cart
Significance of categorical predictor in logistic regression
r
logistic
categorical-data
feature-selection
categorical-encoding
NA's appearing in my logistic regression summary output. How should I procede?
logistic
binomial
multiple-comparisons
post-hoc
Standardization on binary features with L-BFGS
logistic
optimization
regularization
standardization
Calculate the 'economic significance' of a quadratic term?
logistic
simulation
odds-ratio
nonlinear
quadratic-form
weights in binomial glm
r
logistic
generalized-linear-model
Long Hand Production of Y Axis Coefficient, Slope Coefficient, P-values, and Error for Binary Logistic Regression
regression
logistic
Modelling football matches: alternative approaches, which is correct?
regression
logistic
poisson-distribution
When is logistic regression MLE consistent and asymptotically normal?
logistic
asymptotics
How to predict the Revenue by using logistic Regression
regression
logistic
multiple-regression
How much sparsity is a problem for logistic regression?
regression
logistic
assumptions
sparse
How does statistical control work in logistic regression?
logistic
multiple-regression
controlling-for-a-variable
Working for Logistic regression partial derivatives
logistic
backpropagation
derivative
gradient
Logistic regression diagnostic plots in R
r
regression
logistic
generalized-linear-model
diagnostic