Computational statistics

GPTKB entity

Statements (52)
Predicate Object
gptkbp:instanceOf gptkb:academic
branch of applied mathematics
field of statistics
gptkbp:alsoKnownAs statistical computing
gptkbp:appliesTo gptkb:simulation
data analysis
statistical inference
gptkbp:focusesOn algorithmic methods for statistics
use of computers in statistical analysis
gptkbp:hasApplication engineering
environmental science
epidemiology
finance
genetics
psychology
social sciences
bioinformatics
gptkbp:hasSubfield big data analytics
data mining
statistical graphics
statistical learning
statistical simulation
high-dimensional statistics
Bayesian computation
algorithmic statistics
statistical software development
computational Bayesian statistics
computational inference
numerical methods in statistics
parallel computing in statistics
https://www.w3.org/2000/01/rdf-schema#label Computational statistics
gptkbp:relatedTo gptkb:machine_learning
computational mathematics
data science
statistical analysis
gptkbp:uses gptkb:Python
gptkb:SAS
gptkb:Monte_Carlo_methods
gptkb:Fortran
gptkb:Julia
gptkb:C++
gptkb:MATLAB
gptkb:data_visualization
gptkb:Markov_chain_Monte_Carlo
gptkb:EM_algorithm
R
numerical optimization
bootstrapping
resampling methods
statistical programming languages
gptkbp:bfsParent gptkb:Markov_chain
gptkbp:bfsLayer 5