Tags for 统计和大数据

r × 1299

regression × 1085

machine-learning × 894

probability × 426

distributions × 425

time-series × 423

bayesian × 414

hypothesis-testing × 402

neural-networks × 339

logistic × 330

classification × 288

references × 286

data-visualization × 285

correlation × 265

normal-distribution × 254

mathematical-statistics × 248

pca × 227

mixed-model × 217

cross-validation × 199

clustering × 196

generalized-linear-model × 194

self-study × 194

terminology × 190

confidence-interval × 186

statistical-significance × 171

deep-learning × 167

variance × 166

multiple-regression × 163

anova × 153

random-forest × 149

maximum-likelihood × 147

estimation × 142

model-selection × 138

svm × 136

optimization × 133

p-value × 131

feature-selection × 129

lasso × 129

lme4-nlme × 126

categorical-data × 121

sampling × 121

bootstrap × 120

python × 119

modeling × 116

data-mining × 114

interpretation × 114

random-variable × 114

forecasting × 113

intuition × 112

predictive-models × 112

regularization × 112

data-transformation × 111

inference × 107

mcmc × 105

mean × 102

least-squares × 100

t-test × 100

linear-model × 99

poisson-distribution × 94

residuals × 90

nonparametric × 88

chi-squared × 87

standard-deviation × 86

random-generation × 85

survival × 85

multivariate-analysis × 84

multiple-comparisons × 83

algorithms × 82

simulation × 82

arima × 81

assumptions × 79

outliers × 79

conv-neural-network × 78

binomial × 77

econometrics × 76

repeated-measures × 76

dataset × 74

ridge-regression × 74

expected-value × 72

dimensionality-reduction × 71

sample-size × 71

cart × 69

aic × 68

causality × 68

monte-carlo × 68

pdf × 68

normality-assumption × 66

teaching × 66

bias × 65

frequentist × 65

k-means × 65

r-squared × 64

descriptive-statistics × 63

scikit-learn × 62

conditional-probability × 59

definition × 59

prediction × 59

prior × 59

central-limit-theorem × 58

goodness-of-fit × 58

gradient-descent × 58

regression-coefficients × 58

covariance × 57

boosting × 56

history × 56

factor-analysis × 55

heteroscedasticity × 55

missing-data × 55

roc × 55

error × 54

median × 53

autocorrelation × 52

independence × 52

standard-error × 52

uniform × 52

multicollinearity × 51

loss-functions × 50

svd × 50

kernel-trick × 49

large-data × 49

random-effects-model × 49

unbiased-estimator × 49

interaction × 48

information-theory × 47

negative-binomial × 46

nonlinear-regression × 46

multilevel-analysis × 45

covariance-matrix × 44

likelihood × 44

spss × 44

text-mining × 44

binary-data × 43

normalization × 43

skewness × 43

spatial × 43

experiment-design × 42

gamma-distribution × 42

panel-data × 42

philosophical × 42

asymptotics × 41

markov-process × 41

stochastic-processes × 41

overfitting × 40

matlab × 39

meta-analysis × 39

moments × 39

stata × 39

unsupervised-learning × 39

cox-model × 38

glmnet × 38

natural-language × 38

regression-strategies × 38

beta-distribution × 37

entropy × 37

robust × 37

unbalanced-classes × 37

computational-statistics × 36

precision-recall × 36

convergence × 35

distance × 35

software × 35

splines × 35

model × 34

power-analysis × 34

quantiles × 34

reinforcement-learning × 34

expectation-maximization × 33

linear-algebra × 33

matrix × 33

multinomial × 33

poisson-regression × 33

power × 33

auc × 32

continuous-data × 32

histogram × 32

kolmogorov-smirnov × 32

kullback-leibler × 32

count-data × 31

discriminant-analysis × 31

gaussian-process × 30

kernel-smoothing × 30

stationarity × 30

theory × 30

wilcoxon-mann-whitney × 30

eda × 29

effect-size × 29

exponential × 29

likelihood-ratio × 29

prediction-interval × 29

shrinkage × 29

boxplot × 28

contingency-tables × 28

psychometrics × 28

standardization × 28

elastic-net × 27

lognormal × 27

ordinal-data × 27

post-hoc × 27

tensorflow × 27

validation × 27

curve-fitting × 26

k-nearest-neighbour × 26

posterior × 26

resampling × 26

approximation × 25

fitting × 25

reliability × 25

sample × 25

sas × 25

small-sample × 25

spearman-rho × 25

supervised-learning × 25

zero-inflation × 25

accuracy × 24

backpropagation × 24

bic × 24

discrete-data × 24

ensemble × 24

fixed-effects-model × 24

kurtosis × 24

logit × 24

model-evaluation × 24

naive-bayes × 24

proportion × 24

qq-plot × 24

distance-functions × 23

estimators × 23

excel × 23

finance × 23

glmm × 23

hidden-markov-model × 23

hyperparameter × 23

mixture × 23

pearson-r × 23

permutation-test × 23

seasonality × 23

survey × 23

caret × 22

categorical-encoding × 22

degrees-of-freedom × 22

kalman-filter × 22

notation × 22

scales × 22

stepwise-regression × 22

autoencoders × 21

bernoulli-distribution × 21

cdf × 21

gaussian-mixture × 21

ggplot2 × 21

image-processing × 21

lstm × 21

order-statistics × 21

predictor × 21

sem × 21

change-point × 20

feature-construction × 20

gam × 20

gibbs × 20

hierarchical-bayesian × 20

high-dimensional × 20

instrumental-variables × 20

linear × 20

logarithm × 20

mutual-information × 20

tsne × 20

careers × 19

combinatorics × 19

communication × 19

data-imputation × 19

epidemiology × 19

fishers-exact × 19

graphical-model × 19

jags × 19

likert × 19

measurement-error × 19

mgf × 19

non-independent × 19

odds-ratio × 19

ordered-logit × 19

polynomial × 19

probability-inequalities × 19

rnn × 19

t-distribution × 19

type-i-and-ii-errors × 19

convolution × 18

decision-theory × 18

diagnostic × 18

online × 18

similarities × 18

smoothing × 18

average × 17

bayes × 17

censoring × 17

dice × 17

games × 17

methodology × 17

metropolis-hastings × 17

pattern-recognition × 17

population × 17

proof × 17

quantile-regression × 17

sums-of-squares × 17

ancova × 16

autoregressive × 16

bagging × 16

computer-vision × 16

conditional-expectation × 16

dirichlet-distribution × 16

eigenvalues × 16

exponential-family × 16

genetics × 16

hazard × 16

matrix-decomposition × 16

maximum × 16

overdispersion × 16

randomness × 16

trend × 16

wilcoxon-signed-rank × 16

word-embeddings × 16

bioinformatics × 15

bugs × 15

false-discovery-rate × 15

fisher-information × 15

link-function × 15

lm × 15

loess × 15

multiple-imputation × 15

ranking × 15

recommender-system × 15

reporting × 15

reproducible-research × 15

scatterplot × 15

scoring-rules × 15

word2vec × 15

association-measure × 14

bayesian-network × 14

bounds × 14

circular-statistics × 14

clinical-trials × 14

consistency × 14

contrasts × 14

credible-interval × 14

deep-belief-networks × 14

gbm × 14

group-differences × 14

importance × 14

many-categories × 14

metric × 14

mode × 14

multi-class × 14

nonlinear × 14

paired-data × 14

probit × 14

softmax × 14

sparse × 14

uncertainty × 14

variational-bayes × 14

beta-regression × 13

binning × 13

biostatistics × 13

biplot × 13

copula × 13

correlation-matrix × 13

deviance × 13

geometry × 13

interpolation × 13

kruskal-wallis × 13

libsvm × 13

maximum-entropy × 13

multidimensional-scaling × 13

parametric × 13

ratio × 13

rule-of-thumb × 13

separation × 13

application × 12

arma × 12

bonferroni × 12

computing × 12

confounding × 12

cross-correlation × 12

garch × 12

intraclass-correlation × 12

latent-variable × 12

manova × 12

method-of-moments × 12

out-of-sample × 12

paradox × 12

partial-least-squares × 12

rbm × 12

signal-processing × 12

sufficient-statistics × 12

weighted-regression × 12

aggregation × 11

centering × 11

conjugate-prior × 11

cross-entropy × 11

extreme-value × 11

iid × 11

keras × 11

measurement × 11

mixed-type-data × 11

model-comparison × 11

mse × 11

numerics × 11

project-management × 11

random-walk × 11

rating × 11

xgboost × 11

bivariate × 10

cauchy × 10

correspondence-analysis × 10

derivative × 10

equivalence × 10

factor-rotation × 10

genetic-algorithms × 10

gini × 10

marginal × 10

minimum × 10

multivariate-regression × 10

networks × 10

poisson-process × 10

pooling × 10

propensity-scores × 10

pymc × 10

rpart × 10

state-space-models × 10

statistical-learning × 10

stratification × 10

train × 10

truncation × 10

tukey-hsd × 10

unevenly-spaced-time-series × 10

var × 10

ecology × 9

euclidean × 9

fourier-transform × 9

graph-theory × 9

lags × 9

laplace-distribution × 9

matrix-inverse × 9

mgcv × 9

nested-models × 9

nonparametric-bayes × 9

offset × 9

pac-learning × 9

penalized × 9

point-estimation × 9

psychology × 9

saddlepoint-approximation × 9

steins-phenomenon × 9

tables × 9

vc-dimension × 9

z-test × 9

academia × 8

controlling-for-a-variable × 8

coupon-collector-problem × 8

exponential-smoothing × 8

function × 8

functional-data-analysis × 8

generalized-least-squares × 8

generative-models × 8

hierarchical-clustering × 8

importance-sampling × 8

interactive-visualization × 8

intercept × 8

joint-distribution × 8

measure-theory × 8

mediation × 8

misspecification × 8

multivariate-normal × 8

numerical-integration × 8

parameterization × 8

particle-filter × 8

power-law × 8

profile-likelihood × 8

quasi-likelihood × 8

random-allocation × 8

ranks × 8

rms × 8

sgd × 8

stan × 8

ties × 8

unit-root × 8

weighted-mean × 8

ab-test × 7

anomaly-detection × 7

beta-binomial × 7

bias-variance-tradeoff × 7

box-jenkins × 7

calibration × 7

cointegration × 7

compositional-data × 7

cosine-similarity × 7

dag × 7

gamlss × 7

gee × 7

ica × 7

information-geometry × 7

information-retrieval × 7

integral × 7

jeffreys-prior × 7

law-of-large-numbers × 7

likelihood-principle × 7

log-linear × 7

manifold-learning × 7

multiple-seasonalities × 7

parallel-computing × 7

pareto-distribution × 7

percentage × 7

perceptron × 7

publication-bias × 7

q-learning × 7

rare-events × 7

threshold × 7

topic-models × 7

vif × 7

weibull × 7

weighted-data × 7

adaboost × 6

adam × 6

agreement-statistics × 6

artificial-intelligence × 6

barplot × 6

birthday-paradox × 6

canonical-correlation × 6

confirmatory-factor × 6

confusion-matrix × 6

constrained-regression × 6

convex × 6

data-preprocessing × 6

delta-method × 6

dropout × 6

ecdf × 6

endogeneity × 6

errors-in-variables × 6

etymology × 6

f-test × 6

fiducial × 6

generalized-moments × 6

lars × 6

meta-regression × 6

moving-average × 6

multiarmed-bandit × 6

multilabel × 6

neuroscience × 6

paired-comparisons × 6

partitioning × 6

quality-control × 6

relative-risk × 6

robust-standard-error × 6

self-organizing-maps × 6

semi-supervised × 6

sensitivity-specificity × 6

sequential-analysis × 6

statsmodels × 6

tost × 6

umvue × 6

uninformative-prior × 6

z-statistic × 6

augmented-dickey-fuller × 5

c++ × 5

change-scores × 5

characteristic-function × 5

clustered-standard-errors × 5

cohens-d × 5

cohens-kappa × 5

combining-p-values × 5

conditioning × 5

cooks-distance × 5

data-cleaning × 5

difference-in-difference × 5

dirichlet-process × 5

distribution-identification × 5

dynamic-regression × 5

efficiency × 5

f-distribution × 5

fallacy × 5

humor × 5

hypergeometric × 5

information × 5

irls × 5

jackknife × 5

java × 5

kaplan-meier × 5

kendall-tau × 5

log-likelihood × 5

lsa × 5

method-comparison × 5

microarray × 5

model-averaging × 5

nls × 5

numpy × 5

odds × 5

oversampling × 5

pandas × 5

partial-correlation × 5

point-process × 5

presentation × 5

puzzle × 5

random-matrix × 5

real-time × 5

reml × 5

signal-detection × 5

simpsons-paradox × 5

spatio-temporal × 5

statistics-in-media × 5

time-complexity × 5

winsorizing × 5

2sls × 4

association-rules × 4

bradley-terry-model × 4

case-control-study × 4

cholesky × 4

coefficient-of-variation × 4

cronbachs-alpha × 4

cross-section × 4

data-augmentation × 4

dendrogram × 4

dispersion × 4

distance-covariance × 4

dunn-test × 4

e1071 × 4

empirical-bayes × 4

frequency × 4

funnel-plot × 4

fuzzy × 4

geometric-mean × 4

granger-causality × 4

harmonic-mean × 4

hmc × 4

inverse-cdf × 4

journals × 4

kde × 4

language-models × 4

laplace-smoothing × 4

lavaan × 4

levenes-test × 4

mad × 4

mae × 4

non-central × 4

observational-study × 4

open-source × 4

optimal-stopping × 4

partial-moments × 4

politics × 4

polling × 4

quantile-function × 4

queueing × 4

risk × 4

ronald-fisher × 4

scale-construction × 4

scipy × 4

sensitivity-analysis × 4

sequence-analysis × 4

stacking × 4

synthetic-data × 4

tweedie-distribution × 4

underdetermined × 4

variability × 4

variance-stabilizing × 4

wavelet × 4

web × 4

weighted-sampling × 4

winbugs × 4

abc × 3

automatic-algorithms × 3

average-precision × 3

batch-normalization × 3

bayes-factors × 3

bayesian-optimization × 3

bhattacharyya × 3

bimodal × 3

blue × 3

climate × 3

clogit × 3

conditional-random-field × 3

cosine-distance × 3

coverage-probability × 3

curves × 3

deming-regression × 3

density-estimation × 3

determinant × 3

dglm × 3

diversity × 3

dlm × 3

error-propagation × 3

exchangeability × 3

explanatory-models × 3

fat-tails × 3

finite-population × 3

forecastability × 3

frailty × 3

gradient × 3

heavy-tailed × 3

hessian × 3

heuristic × 3

hosmer-lemeshow-test × 3

improper-prior × 3

interquartile × 3

interval-censoring × 3

intervention-analysis × 3

jacobian × 3

jmp × 3

kolmogorov-axioms × 3

lagrange-multipliers × 3

latent-class × 3

leverage × 3

log-loss × 3

logistic-curve × 3

lsmeans × 3

mape × 3

marginal-model × 3

markov-chain × 3

mathematica × 3

mcnemar-test × 3

multicore × 3

multivariable × 3

nested-data × 3

neuroimaging × 3

noise × 3

oracle × 3

orthogonal × 3

partial-plot × 3

path-model × 3

phd × 3

pie-chart × 3

plyr × 3

precision × 3

quadratic-form × 3

quasi-monte-carlo × 3

reduced-rank-regression × 3

rejection-sampling × 3

residual-networks × 3

sankey-diagram × 3

sigma-algebra × 3

sign-test × 3

skew-normal × 3

social-science × 3

sphericity × 3

split-plot × 3

stable-distribution × 3

starting-values × 3

survey-sampling × 3

symmetry × 3

tbats × 3

tensor × 3

theano × 3

tobit-regression × 3

tolerance-interval × 3

topologies × 3

transfer-learning × 3

trimmed-mean × 3

univariate × 3

validity × 3

valuation × 3

variance-decomposition × 3

volatility-forecasting × 3

weights × 3

weka × 3

white-noise × 3

wishart × 3

zipf × 3

abbreviation × 2

absolute-risk × 2

acf-pacf × 2

adjustment × 2

anderson-darling × 2

approximate-inference × 2

arithmetic × 2

back-transformation × 2

basis-function × 2

bias-correction × 2

bias-node × 2

bland-altman-plot × 2

blup × 2

brownian × 2

bsts × 2

canonical-question × 2

census × 2

checking × 2

cluster-sample × 2

complete-statistics × 2

composite × 2

confidence × 2

consulting × 2

control-chart × 2

cost-maximization × 2

cumulants × 2

d-prime × 2

decomposition × 2

demography × 2

dependent-variable × 2

differential-privacy × 2

domain-adaptation × 2

elicitation × 2

elo × 2

engineering-statistics × 2

ergodic × 2

extrapolation × 2

f-statistic × 2

feature-engineering × 2

filter × 2

finite-mixture-model × 2

fisher-scoring × 2

fisher-transform × 2

fractal × 2

fraud × 2

fused-lasso × 2

gambling × 2

geometric-distribution × 2

growth-model × 2

gumbel × 2

gwas × 2

heckman × 2

hellinger × 2

identifiability × 2

incidence-rate-ratio × 2

indicator-function × 2

interarrival-time × 2

invariance × 2

irt × 2

isotonic × 2

julia × 2

kaggle × 2

kpss-test × 2

kriging × 2

l-moments × 2

latin-square × 2

logistic-distribution × 2

macroeconomics × 2

marketing × 2

mase × 2

matplotlib × 2

medicine × 2

minitab × 2

model-based-clustering × 2

model-interpretation × 2

modularity × 2

network-meta-analysis × 2

neweywest × 2

neyman-pearson-lemma × 2

nnmf × 2

np × 2

object-detection × 2

ocr × 2

one-class × 2

optimal-scaling × 2

optunity × 2

perplexity × 2

phylogeny × 2

piecewise-linear × 2

poisson-binomial × 2

polr × 2

pre-training × 2

procrustes-analysis × 2

quotation × 2

range × 2

rayleigh × 2

rbf-kernel × 2

record-linkage × 2

recurrent-events × 2

referee × 2

regression-to-the-mean × 2

relative-distribution × 2

replicability × 2

rotation × 2

schoenfeld-residuals × 2

segmentation × 2

semiparametric × 2

sentiment-analysis × 2

sigmoid-curve × 2

singular × 2

social-network × 2

subsampling × 2

sum × 2

summations × 2

suppressor × 2

survey-weights × 2

taylor-series × 2

tikhonov-regularization × 2

time-varying-covariate × 2

total-least-squares × 2

treatment-effect × 2

underdispersion × 2

units × 2

vecm × 2

viterbi-algorithm × 2

voting-system × 2

ward × 2

yates-correction × 2

z-score × 2

accept-reject × 1

algebraic-statistics × 1

analysis × 1

ancillary-statistics × 1

arch × 1

archaeology × 1

arfima × 1

astronomy × 1

attention × 1

automatic-differentiation × 1

bag-of-words × 1

baum-welch × 1

bayes-optimal-classifier × 1

bernoulli-process × 1

bessels-correction × 1

breusch-pagan × 1

brier-score × 1

business-intelligence × 1

c# × 1

capture-mark-recapture × 1

central-tendency × 1

chemistry × 1

chemometrics × 1

choice × 1

churn × 1

collecting-data × 1

comparison × 1

complex-numbers × 1

compression × 1

conferences × 1

conjoint-analysis × 1

constraint × 1

contextual-bandit × 1

contrast × 1

control-group × 1

credit-scoring × 1

crossover × 1

crossover-study × 1

crostons-method × 1

cubic × 1

database × 1

dbscan × 1

decision × 1

deep-rl × 1

derived-distributions × 1

deterministic × 1

diagnosis × 1

diebold-mariano × 1

dimensions × 1

dirac-delta × 1

dirichlet-regression × 1

disaggregation × 1

effects × 1

elections × 1

ellipse × 1

empirical-likelihood × 1

error-message × 1

exact-test × 1

false-positive-rate × 1

familywise-error × 1

fishers-lsd × 1

forecast-combination × 1

forward-backward × 1

fractional-polynomial × 1

fuzzy-c-means-clustering × 1

game-theory × 1

gamm4 × 1

gan × 1

geography × 1

geostatistics × 1

gis × 1

goodman-kruskal-gamma × 1

gpu × 1

hausman × 1

heatmap × 1

highest-density-region × 1

igraph × 1

impulse-response × 1

in-sample × 1

inequality × 1

intermittent-time-series × 1

internet × 1

inverse-gamma × 1

inverse-gaussian-distrib × 1

k-medoids × 1

knowledge-discovery × 1

latent-dirichlet-alloc × 1

latent-semantic-indexing × 1

latin-hypercube × 1

least-absolute-deviations × 1

legal × 1

lilliefors × 1

lime × 1

linear-programming × 1

linearity × 1

log × 1

logrank × 1

map-estimation × 1

marginal-effect × 1

markov-random-field × 1

mars × 1

martingale × 1

matrix-calculus × 1

max-margin × 1

mean-absolute-deviation × 1

memm × 1

meta-analysis-fixed-effects × 1

meta-analysis-random-effects × 1

mfcc × 1

mice × 1

mlogit × 1

moving-window × 1

multinomial-logit × 1

multivariate-distribution × 1

nltk × 1

nnet × 1

non-inferiority × 1

normal-approximation × 1

novelty-detection × 1

nps × 1

operations-research × 1

optimal × 1

pareto × 1

partial × 1

pcoa × 1

perl × 1

plm × 1

policy-iteration × 1

polychoric × 1

polygon × 1

population-attributable-fraction × 1

probabilistic-programming × 1

probability-calculus × 1

projection × 1

prophet × 1

proportional-hazards × 1

protovis × 1

quantum-computing × 1

random-projection × 1

random-vector × 1

rao-blackwell × 1

rapidminer × 1

rbf-network × 1

regression-discontinuity × 1

repeatability × 1

rlm × 1

ruby × 1

sandwich × 1

scalability × 1

scale-invariance × 1

selection-bias × 1

selectiveinference × 1

sequential-pattern-mining × 1

shape × 1

shapley-value × 1

shortest-half × 1

skellam × 1

slutsky-theorem × 1

small-area-estimation × 1

somers-d × 1

spark-mllib × 1

spatial-interaction-model × 1

spectral-analysis × 1

sql × 1

statistical-falsehoods × 1

stochastic-approximation × 1

structural-change × 1

subset × 1

systematic-review × 1

temporal-difference × 1

test-for-trend × 1

text-summarization × 1

tf-idf × 1

timelines × 1

torch × 1

training-error × 1

traminer × 1

transition-matrix × 1

transportation × 1

transposed-convolution × 1

triangular-distribution × 1

truncated-normal × 1

two-sample × 1

underflow × 1

unit-information-prior × 1

variogram × 1

vector-fields × 1

vegan × 1

vowpal-wabbit × 1

wasserstein × 1

yolo × 1