Étiquettes pour Statistiques et Big Data

r x 2100
regression x 1525
machine-learning x 1039
model x 744
probability x 556
time-series x 536
bayesian x 519
distributions x 512
hypothesis-testing x 468
networks x 421
correlation x 403
logistic x 401
neural-networks x 398
classification x 341
linear-model x 333
data-visualization x 319
references x 316
mathematical-statistics x 301
normal-distribution x 298
variance x 275
mixed-model x 259
pca x 258
self-study x 254
validation x 249
likelihood x 237
clustering x 236
generalized-linear-model x 231
cross-validation x 226
confidence-interval x 220
terminology x 213
statistical-significance x 206
deep-learning x 191
multiple-regression x 190
anova x 188
sampling x 183
estimation x 180
maximum-likelihood x 176
random-forest x 167
svm x 165
model-selection x 155
optimization x 154
p-value x 153
binomial x 153
lasso x 148
lme4-nlme x 148
bootstrap x 147
categorical-data x 144
metric x 142
forecasting x 142
feature-selection x 142
python x 138
least-squares x 138
error x 137
predictive-models x 137
mean x 136
modeling x 136
mcmc x 134
interpretation x 133
data-transformation x 131
regularization x 131
random-variable x 131
data-mining x 127
t-test x 123
theory x 123
inference x 119
parametric x 119
intuition x 118
nonparametric x 110
poisson-distribution x 110
multivariate-analysis x 109
matrix x 108
chi-squared x 107
survival x 106
algorithms x 104
simulation x 104
fitting x 104
residuals x 103
standard-deviation x 100
arima x 100
prior x 98
random-generation x 98
expected-value x 97
multiple-comparisons x 94
repeated-measures x 93
outliers x 91
econometrics x 91
monte-carlo x 91
assumptions x 90
dimensionality-reduction x 88
dataset x 88
bias x 88
ridge-regression x 86
pdf x 86
conv-neural-network x 84
causality x 82
cart x 82
sample-size x 80
bayes x 79
r-squared x 78
aic x 77
covariance x 77
ratio x 77
k-means x 75
sample x 75
normality-assumption x 74
conditional-probability x 74
descriptive-statistics x 74
missing-data x 74
prediction x 73
frequentist x 72
teaching x 71
factor-analysis x 71
scikit-learn x 71
smoothing x 70
standard-error x 68
regression-coefficients x 68
t-distribution x 68
definition x 67
moments x 67
supervised-learning x 67
independence x 66
autocorrelation x 66
goodness-of-fit x 65
gradient-descent x 65
heteroscedasticity x 65
boosting x 62
roc x 62
central-limit-theorem x 62
interaction x 62
unbiased-estimator x 62
uniform x 61
median x 60
history x 58
large-data x 58
entropy x 58
loss-functions x 58
random-effects-model x 57
matlab x 56
panel-data x 56
multicollinearity x 55
experiment-design x 55
covariance-matrix x 54
mixture x 54
svd x 53
spss x 53
multilevel-analysis x 53
logit x 53
kernel-trick x 52
linear x 52
normalization x 51
negative-binomial x 51
spatial x 51
markov-process x 51
overfitting x 50
information-theory x 50
gamma-distribution x 49
binary-data x 49
meta-analysis x 49
nonlinear-regression x 48
stochastic-processes x 48
text-mining x 48
cox-model x 48
robust x 47
skewness x 47
philosophical x 46
distance x 46
quantiles x 46
unbalanced-classes x 46
convergence x 46
stata x 45
unsupervised-learning x 45
glmnet x 45
asymptotics x 45
beta-distribution x 44
natural-language x 43
precision-recall x 42
wilcoxon-mann-whitney x 42
reinforcement-learning x 42
tables x 42
splines x 42
approximation x 42
regression-strategies x 41
computational-statistics x 41
expectation-maximization x 41
kernel-smoothing x 41
histogram x 40
effect-size x 40
gaussian-process x 40
stationarity x 39
poisson-regression x 39
discriminant-analysis x 39
psychometrics x 39
software x 38
kolmogorov-smirnov x 38
posterior x 38
continuous-data x 38
power-analysis x 38
power x 38
cdf x 38
multinomial x 38
linear-algebra x 37
lognormal x 37
exponential x 35
ordinal-data x 35
likelihood-ratio x 35
count-data x 35
standardization x 34
prediction-interval x 34
kullback-leibler x 34
ensemble x 33
auc x 33
elastic-net x 33
boxplot x 33
reliability x 32
glmm x 32
contingency-tables x 31
eda x 31
shrinkage x 31
naive-bayes x 31
discrete-data x 31
hidden-markov-model x 31
fixed-effects-model x 30
sas x 30
small-sample x 30
k-nearest-neighbour x 30
survey x 30
resampling x 30
seasonality x 30
post-hoc x 30
tensorflow x 30
finance x 30
bic x 29
epidemiology x 29
hierarchical-bayesian x 29
curve-fitting x 29
permutation-test x 29
scales x 29
kurtosis x 29
model-evaluation x 28
excel x 28
proportion x 28
data-imputation x 28
censoring x 28
average x 28
notation x 28
order-statistics x 28
lstm x 28
gaussian-mixture x 28
sem x 28
stepwise-regression x 27
spearman-rho x 27
accuracy x 27
zero-inflation x 27
instrumental-variables x 27
jags x 27
distance-functions x 26
qq-plot x 26
lm x 26
backpropagation x 26
conditional-expectation x 26
gam x 26
kalman-filter x 26
estimators x 25
pearson-r x 25
hyperparameter x 25
feature-construction x 25
rnn x 25
non-independent x 25
predictor x 25
gibbs x 25
measurement-error x 25
degrees-of-freedom x 24
autoencoders x 24
image-processing x 24
fishers-exact x 24
dirichlet-distribution x 24
likert x 24
ggplot2 x 24
combinatorics x 24
caret x 24
population x 23
paradox x 23
type-i-and-ii-errors x 23
graphical-model x 23
polynomial x 23
change-point x 23
mgf x 23
odds-ratio x 23
multiple-imputation x 23
logarithm x 22
categorical-encoding x 22
metropolis-hastings x 22
ranking x 22
careers x 21
computing x 21
pattern-recognition x 21
tsne x 21
geometry x 21
similarities x 21
diagnostic x 21
quantile-regression x 21
probability-inequalities x 21
online x 21
ordered-logit x 21
eigenvalues x 20
high-dimensional x 20
proof x 20
mutual-information x 20
sums-of-squares x 20
bernoulli-distribution x 20
wilcoxon-signed-rank x 20
communication x 19
link-function x 19
bagging x 19
decision-theory x 19
convolution x 19
scoring-rules x 19
ancova x 19
bugs x 19
bayesian-network x 19
biostatistics x 19
latent-variable x 19
recommender-system x 19
trend x 19
hazard x 19
separation x 18
genetics x 18
sparse x 18
deep-belief-networks x 18
softmax x 18
reporting x 18
bioinformatics x 18
scatterplot x 18
randomness x 18
computer-vision x 18
overdispersion x 18
false-discovery-rate x 18
matrix-decomposition x 18
paired-data x 18
autoregressive x 18
circular-statistics x 18
exponential-family x 18
consistency x 17
multi-class x 17
word-embeddings x 17
games x 17
methodology x 17
uncertainty x 17
fisher-information x 17
maximum x 17
dice x 17
bonferroni x 17
joint-distribution x 17
bounds x 17
nonlinear x 17
probit x 16
binning x 16
copula x 16
group-differences x 16
variational-bayes x 16
mse x 16
weighted-regression x 16
clinical-trials x 16
gbm x 16
mode x 16
deviance x 16
contrasts x 16
signal-processing x 16
propensity-scores x 16
word2vec x 16
conjugate-prior x 16
truncation x 16
maximum-entropy x 16
model-comparison x 16
sufficient-statistics x 16
credible-interval x 15
confounding x 15
rbm x 15
correlation-matrix x 15
reproducible-research x 15
rule-of-thumb x 15
many-categories x 15
var x 15
garch x 15
unevenly-spaced-time-series x 15
loess x 15
numerics x 15
importance x 15
kruskal-wallis x 15
interpolation x 15
intraclass-correlation x 15
keras x 14
project-management x 14
association-measure x 14
pymc x 14
cross-correlation x 14
out-of-sample x 14
beta-regression x 14
ab-test x 14
centering x 13
libsvm x 13
multidimensional-scaling x 13
bivariate x 13
genetic-algorithms x 13
weighted-mean x 13
xgboost x 13
method-of-moments x 13
marginal x 13
application x 13
biplot x 13
partial-least-squares x 13
arma x 13
aggregation x 13
train x 12
cauchy x 12
statistical-learning x 12
rating x 12
poisson-process x 12
psychology x 12
manova x 12
cross-entropy x 12
extreme-value x 12
pooling x 12
random-walk x 12
graph-theory x 12
state-space-models x 12
power-law x 12
correspondence-analysis x 11
mixed-type-data x 11
unit-root x 11
integral x 11
factor-rotation x 11
rms x 11
minimum x 11
saddlepoint-approximation x 11
iid x 11
measurement x 11
rpart x 11
equivalence x 11
parameterization x 11
stratification x 10
derivative x 10