Parametric vs nonparametric methods
10379
Why would parametric statistics ever be preferred over nonparametric?
70695
When approximating a posterior using MCMC, why don't we save the posterior probabilities but use the parameter value frequencies afterwards?
26043
Advantages of Box-Muller over inverse CDF method for simulating Normal distribution?
50063
Well-posed vs Well-conditioned
76276
Logistic Regression: Bernoulli vs. Binomial Response Variables
102951
Likelihood vs conditional distribution for Bayesian analysis
98895
Discriminant analysis vs logistic regression
95041
What are some common issues with fitting functions to data?
15078
When is a biased estimator preferable to unbiased one?
81225
A problem about parametric integral
98237
Is the machine learning community abusing "conditioned on" and "parametrized by"?
66580
Integration vs numerical integration
2074
Multinomial logistic regression vs one-vs-rest binary logistic regression
82548
Scaling vs Offsetting in Quasi-Poisson GLM
28397
Posterior vs conditional probability
108320
Propensity score matching vs non-parametric regression
5867
Initial time as parameter in ParametricNDSolve