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Author:
Ying Yang
 
Detailed search
Title
Author
Types
Computing In Data Science
COVID-19 Special Issue
Data Science In Action
Data Science Reviews
Discussion
Editorial
Education In Data Science
Philosophies Of Data Science
Philosophy Of Data Science
Research Article
Statistical Data Science
Abstract
Keywords
k-means clustering
--shell-escape
2×2 contingency table
A-Kappa
Accelerated degradation test
Accelerated failure time model
Accelerated life test
Accelerated life testing
Accelerated testing, Coverage probability
achievement
Acquisitions
Adapting significance level
adaptive design
Adaptive MCMC
Adaptive Type-II progressive censoring
Additive hazards model
additive log-ratio transformation
additive properties
additive-multiplicative rates model
ADF test
Affymetrix GeneChip
Aftershock distribution
age at onset
Age distribution
Age-adjusted cancer rates
Age-adjusted mortality rate
aging
Agreement
Agreement studies
AIC
AIDS
AIDS progression
air pollution
air quality
Akaike information criterion
Akaikes information criterion
Alpha
Alpha power transformation
American students
analysis of covariance
Analysis of dependence
Analysis of variance
Analytic interactions
ANCOVA
Anemia prediction
Angiogenesis
ANNs
annual percent change (APC)
ANOVA
AOD
Apache Spark
Applied results
Applied studies
approximate design
Approximate sample size formula
Arbitrage
archaeology
Archimedean copula
Area under the curve (AUC)
ARIMA
Artificial neural network
association mining and workforce analytics
Association rules analysis
Asymmetric GARCH Model
asymmetric Laplace distribution
Asymp- totic relative efficiency
Asymptotic distribution
Asymptotic expansion
Asymptotic mean squared error
Asymptotic optimality
AUC
AUC regression
Audit sampling
Autocorrelation
automatic differentiation variational inference
automation
Autoregressive conditional duration,
autoregressive model
autoregressive time series
avalanche
backward
Bagging
Balance
balance coefficient
Bandwidth
bandwidth selection
Banking Sector
Bankruptcy prediction
baseline-category logit
Basic density
basic reproduction number
Bayes estimators
Bayesian
Bayesian analysis
Bayesian approach
Bayesian credible sets
Bayesian curve-fitting
Bayesian Environment
Bayesian ERGM
Bayesian estimates
Bayesian estimation
Bayesian estimation and Reliability estimation
Bayesian estimation; Cramér–von Mises
Bayesian hierarchical model
Bayesian hierarchical modeling
Bayesian hierarchical models
Bayesian inference
Bayesian Knowledge Tracing
Bayesian Kriging
Bayesian method
Bayesian methods
Bayesian model comparison
Bayesian model selection
Bayesian modelling
Bayesian Nonparametric
Bayesian nonparametric method
Bayesian regularization
Bayesian test
BDHS
Behavior Risk Factor Surveillance System (BRFSS)
behavior scoring model
best linear unbiased estimator
best subset
beta distribution
Beta linear failure rate distribution
Beta-binomial distribution
Beta-binomial model
bias
bias correction
Bias reduction
biased estimation
BIC
big data
biliary system
Binary coherent system
Binary data
Binary potential outcomes
Binary propensity
binary responses
binomial
Binomial data
Binomial thinning
biostatistics
bipolar disorder
Birnbaum importance measure,
Birth-and-death process
Bivariate geometric distribution
bivariate lifetime
Bivariate lifetime distributions
bivariate Marshall-Olkin
Bivariate survival function
Bivariate Weibull
Blackwater River
Block bootstrap
Body Mass Index (BMI)
body-size data
Bollinger Percent
Bongaart's model
Boolean expression
Bootstrap
Bootstrap and Reliability Functions
bootstrap confidence interval
Bootstrap method
Bootstrap methods
bootstrapping
Box-Cox transformation
Brand cluster
breakpoint
Breast cancer data
Brownian motion
Bulletin forums
Burr distribution
Burr family of distributions
Burr XII distribution
Burr XII model
calibration
Canadian students
Cancer
cancer databases
cancer genomics
Cancer rate-ratio
cancer surveillance
Canonical correlation
Canonical correlation analysis
CAR
cardiovascular disease
CART
case deletion influence diagnostics
case-parents design
categorical data
categorical variable
category-specific degree distribution
causal inference
CD4+ count
CDS
Censored data
Censored observations
censoring data
Census totals
Central composite design
central nervous system
CEO compensation
cforest
CHAID
change point
Change point analysis
change scores
characterization
characterizations
chi-plot
Chi-square test
Child Mortality
children
CIR model
Circular data
Circular-Interaction plot
Circular-Main Effect plot
City siting
Claim frequency
Claims data
class imbalance
Classical regression
Classical risk model
classification
classification and regression tree
Classification trees
Classifier combination
Clayton copula
Clayton copula; distortion
cleavage site detection
climate change
Clinical prediction model
Clinical prediction modeling
clinical trial
closed test
Cloudmesh
cluster
Cluster analysis
Clustering
clustering and classification
Code length
coefficient alpha
Coefficient of individual agreement
Coefficient of variation
coherent forecasting
cohort study
Collapsible bubble
collective behavior
Collective sports
Colombo Stock Exchange
COM-Poisson regression
Common interval scale
community extraction
community structure
comonotonicity
comorbidities
Compatibility tests
competing risk
Competitive market
complementary Beta
complementary risk
composite likelihood
Compositional data
compositional data analysis
compound distribution
compound Poisson distribution
Compound Poisson process
Compound Weibull distribution
compressed sensing
computational efficiency
computational social science
computationally-intensive method
computer software
conception
conception interval
Conception Rate
Concomitants
concomitants of order statistics
Conditional autoregressive prior
Conditional independence
conditional inference trees
conditional least square
Conditional mean
Conditional models
Conditional Poisson regression
conditional probability
Conditional test
Confidence bounds
confidence interval
confidence intervals
Confidence limits
conformational sampling
Conjugacy
Consistency
Constant stress
Constrained general linear models
consumer preferences
consumer sentiment
Consumption relations
Context
contingency tables
continuity correction
contraceptive effectiveness
Contraceptive methods
contrast coding
Control chart analysis
controlled experiment
controlled MCMC
Convergence
convex order
Conway-Maxwell
COPD
copula functions
Copulas
Coronary heart disease
coronavirus
coronavirus disease 2019
correlated binary responses
correlated errors
correlation analysis
correlation bias
correlation coefficient
Correlation-adjusted t-score
Correspondence analysis
cost sensitive learning
Count data
count time series
country risk
Coupon collector’s problem
Covariate balance
covariates
coverage error
COVID-19
COVID-19 test
COVID-19 treatment
COVID-19 vaccine
Cox Proportional Hazards
Cox–de Boor algorithm
Cox’s partial likelihood
CPR
Cramér’s V
Credible Intervals
credit card
credit risk
Cross validation
cross-correlation
cross-national micro data
Cross-validation
cross-wave regression
Cumulative exposure model
Cumulative hazard rate
Cure fraction models
Cure function
cure rate
Cure rate models
curve registration
CUSUM chart
Cysteine level
Cystic Fibrosis
D-Vine Tree
Dagum distribution
data augmentation
Data Envelopment Analysis
Data fusion
Data Mining
data mining techniques
Data processing
data quality
data representing a model
data science
data trimming
Deal or No Deal
decision analysis
Decision tree analysis
decision trees
DECO
deep learning
degradation test
degrees of freedom
DEMATEL
demographic indicators
demographics inference
density
density estimation
dependence
Dependent correlations
Depression
derivatives
Deviance information Criteria
DFFITS
diabetes
diagnostic discrimination methods
Diagnostic Measures
Diagnostics
difference scores
difference-in-difference
dimension reduction
dimensionality reduction
Dirichlet distribution
Dirichlet process
discrete covariates
discretionary spending
Discriminant Analysis
discrimination
disease spread
dispersion
disposition model
distant supervise
distributed computing
distributed lag non-Linear model
distribution function
Distribution of order statistics
DNA fingerprint
Dodd-Frank Act
Dominant model
Doornik-Hansen test
Double sampling
doubly censored data
Doubly type-II censoring
Dow-Jones index
Dropout
dropout mechanism
Drug safety assessment
dual control groups
dynamic principal component analysis
earthquake
Earthquake catalogue
ECG
econometrics
Economic anxiety
economic indicators
Educational Data Mining
effect size estimation
effective degrees of freedom
effective reproduction number
Efficiency analysis
egocentric network
Eigenvalue adjustment
elastic net
Electricity Usage
EM algorithm
emotional classification
Empirical Bayes
empirical guidelines
empirical likelihood ratio
Empirical martingale simulation
ensemble
ensemble machine learning
entity extraction
Entropy
entropy loss function
envelopes
epidemic assessment
epidemic change point
epidemic doubling time
epidemic models
epidemic risk
epidemic surveillance
Epidemiologic methods
epidemiological statistics
Equality of means
equation error
equivalence theorem
ERCP
ERGM
Erlang distribution
Error detection rate
errors in variables
Esscher transform
Estimable variable
estimating equations
Estimation
Estimation methods
estimation of basic reproductive number
European Union
event study
EWMA chart
exact robust test
excess mass test
exercise training
Expectation-maximization algorithm
Expected error rate
Expected information
Exploratory data analysis
exploratory factor analysis
Exponential distribution
exponential geometric distribution
exponential power distribution
exponential power distributions
Exponentiated class
Exponentiated Distribution
Exponentiated family
Exponentiated Gamma distribution
exponentiated generalized class
Exponentiated generalized model
Exponentiated Modified Weibull Distributione
exponentiated power lindley
Exponentiated Weibull-G family
Exponentiated Weibull-G family of distributions
Exponentiated-exponential
exponentiated-Weibull distribution
Extended exponential distribution
Extended inverse Lindley distribution
Extended Pareto distribution
external validation
extrema
extreme ranked set sampling
Extreme value distribution
Extreme Value Theory
Extreme values
F-approximation
Factor analysis
factor rotation
Factors
failure rate
failure rate function
false negative
false positive
family background
Family of distributions
Family planning program
family-wise error rate
familywise error
familywise error rate
Farlie-Gumbel-Morgenstern (FGM) family
Farlie-Gumbel-Morgenstern family
fastest paths
fat tails
Fault Content Rate Function
FBAT
Fecundability
female child birth
fertility
fertility control behaviour
FEV1
film editing
Filtering
Finance
Financial analysts
Financial fraud
financial reform
Financial time series
financial volatility
First exit time
First factor success
Fleiss’ Kappa
Flexible Weibull Extension distribution
flood
flue gas desulfurization
Folded normal distribution
Force of mortality
forecast
Forecast comparisons
forecast density
forecast reconciliation
forecasting
forecasts
Foreign exchange rates
Foreign tourist arrivals
forest fire
forward
forward regression
FPE analysis
Fr´echet distribution
frailty
Frailty parameter
Frank copula
fraud detection
Frechet Distribution
freight demand modelling
Frequentist
Friedman’s test
functional ANOVA
functional data
functional data analysis
functional form
functional varying coefficient model
Fund value
fuzzy lifetime data
G-class
GAM
GAMLSS
gamma Burr XII distributions
gamma distribution
gamma-G family
GARCH
GARCH Model
Gaussian process
GCV
gender equality
Gene Expression
gene set analysis
gene-gene interaction
General fertility rate
Generalized Inverted Exponential distribution
generalized additive model
generalized additive models
Generalized Burr distribution
Generalized distribution
Generalized Error Density
generalized estimating equation (GEE)
Generalized Exponential distribution
Generalized extended inverse Weibull distribution
generalized family
generalized gamma distribution
generalized Gompertz
generalized Gompertz distribution, moments
Generalized Half-Logistic distribution
generalized half-normal distribution
Generalized hyperbolic distribution
generalized least squares estimator
Generalized linear distributed lag model
Generalized linear mixed model
Generalized linear model
Generalized Marshall-Olkin family
Generalized modified Weibull distribution
Generalized Odd Generalized exponential-G Family
generalized Order statistics
Generalized partial linear model
Generalized Poisson regression
Generalized Power Weibull and Progressive Type-II Censoring
Generalized Rayleigh distribution
generalized semi-varying coefficient model
generalized variances
Generalized Weibull
Generating Function
generative adversarial network
Geological resource modeling
geometric distribution
geometric extreme stability
geometric integer- valued autoregressive models
Geometric process
Geostatistics
Gibbs sampler
Gibbs sampling
GIC
GIS
Global supply chain
Gompertz distribution
Gompertz–Lindley
goodness-of-fit
Goodness-of-Fit Test
GPS trajectory
graph attention neural network
graph convolutional network
graph representation learning
graphic models
gravity model
grit
group sampling plan
growth curve,
Gumbel copula
half-normal distribution
halfspace depth
hazard function
Hazard rate
Hazard rate function
Hazards Model
health statistics
heart attack
heart failure
heavy censoring
Heterogeneity
heterogeneous data
heteroscedasticity
hidden Markov model
Hierarchical Linear model
hierarchical model
High Dimensional Data
high frequency transaction data
High-dimensional function approximation
high-dimensional regression
high-dimensional statistics
high-frequency data
hip fracture
historical controls
HIV
HNF1B
home and away effect
homeworking
housing factor
HRF
human challenge trials
Hurst exponent
hybrid artificial neural network
hybrid clustering
Hyndman-Ullah model
hyperplane fitting
hypertension
Hypothesis test
hypothesis testing
immunization
Imperfect detectability
implied GARCH model
implied volatility
Incidence in occupational allergic diseases
incomplete pairs
incubation period
incubation time
independent line transect surveys
India
indirect relational matrix
Individual patient data meta-analysis
Inequality
Infant handling
infant mortality
infant obesity
infected cases
infection fatality rate
Infectious disease
inference model
Influence diagnostics
Influential Statistics
information extraction
informative missing
informative prior
Innovation Knowledge
Innovation Performance
integrals
integrative statistical learning
intelligent
interaction
interaction detection
Intermittent missing
internet service
interpretability
Interval Estimation
interval null hypothesis
interval scales
Interval-censored failure time data
intracluster correlation coefficient
intraday volatility
Inverse Gaussian frailty
inverse Pareto distribution
Inverse probability weighted estimator
inverse probability weighting
Inverse Rayleigh
Inverse sampling
Inverse Weibull
Inverse Weibull distribution
Inverse Weibull-G family
Iranian Bonus Malus System
isolation measures
Isotonic regression
Item response
Item specific
iterative approach
J-shaped distribution, moments
Japanese sub-national age-specific mortality rates
Johnson system
joint probability density
Joint progressive Type-I censored scheme
Jonckheere-Terpstra trend test
Jump Plot
K nearest neighbor
k-NN algorithm
Kamp´e de F´eriet function
kappa
Kendall’s tau
kernel
Kernel based interval estimation
kernel density estimation
kernel functions
Kernel Method
kernel smoothing
kernels
kidney transplantation
Knowledge space theory
knowledge structure
Kohonen maps
Kumaraswamy distribution
Kumaraswamy Weibull distribution
Kumaraswamy-G Family
Kummer beta generalized distribution
Kummer beta generalized distribution
kurtosis
Kw-G family
L-moment
L-moments
Lagrangian multiplier
Lambert W function
landslide
Langevin algorithms
language rhythm model
large-scale inference
Largest caliper matching
LASSO
latent causal models
Latent class
latent class analysis
latent hierarchical structure
Lauricella function
Lazarsfeld’s latent distance
LDF
Least sqaures method
least-squares Estimation
Lee-Carter model
left truncation
Lehmann’s alternatives
length-biased data
Life dissatisfaction
life test
lifetime
lifetime data
lifetime distribution
Lifetime distributions
lifetime model
Likelihood contour plot
likelihood ratio test
Lindley Distribution
Lindley-Weibull distribution
Lindley’s approximation
Linear failure rate distribution
Linear failure rate geometric distribution
Linear Model
linear representation
literate programming
Liu estimator
Local influence
Local influential observations
Local linear regression
local quadratic model
Log File Analysis
log unified skew normal distribution
log-gamma generalized regression
log-linear models
Log-Logistic Weibull distribution
Log-weighted Pareto distribution
Log-weighted power function distribution
logistic
logistic discrimination
Logistic regression
logit
Lomax Distribution
Lomax-Lindley distribution
long-run covariance function
long-term survival
long-term survivals
longitudinal data
longitudinal data analysis
Longitudinal weights
loss reserves
Low-risk zeros
Lower generalized order statistics
M-estimation
MA unit root
machine learning
Mahalanobis distance
main and interaction effects
malaria relapse
Malaysia
marginal models
Markov Ccain
Markov chain
Markov chain monte carlo
Markov model
Markov processes
Markov transition model
Marshall - Olkin -Kumaraswamy-G family
Marshall-Olkin
Marshall-Olkin distribution
Marshall-Olkin family of distributions
Marshall–Olkin distribution
Martingale Residual
master protocol
match analysis
mathematics education
MatLab
Max test
Maximum likelihood estimation
maximum likelihood
Maximum Likelihood Estimation
maximum likelihood estimate
maximum likelihood estimation
maximum likelihood estimation. Pareto distribution
Maximum likelihood method
maximum Lyapunov exponents
maximum product of spacing
Maximum Product Spacing
Maximum Product Spacing method
Maximum Product Spacing,
MCC misuse
MCMC
MCMC method
MCMC methods
MCMC sampling
MCMC technique
mean
mean deviation
mean square error
Measurement error
measures of dependence
measuring performance in Cricket
median life
medians
MELD score
meta analysis Fisher's method
meta-analysis
meta-features
method comparisons
Metropolis-Hastings sampler
Metropolis-within-Gibbs sampling
Metropolis–Hastings Algorithm
microarray data
minimax concave penalty
Minimax threshold
minimum effective dose
Minimum Hellinger distance estimation
Mining
Misclassification
misclassification rate
missForest
missing at random
missing data
missing information
missing not at random
missing values
missing-censoring
mixed data
mixed effects model
mixed models
mixed-effects model
Mixture likelihood
mixture model
mixture models
mixture prior
MO-G family
mobile device software development kit
mobility
mode-Hessian
model averaging
model exploration
model misspecification
model performance
model selection
model selection criterion
model specification
model uncertainty
Model-based clustering
Model-basedSAE
Modeling
Modelling
modified autoregressive index
modified Cholesky decomposition
Modified Deviance Residual
Modified linear exponential
modified maximum likelihood
Modified partial least squares regression (MPLSR),
modified ridge regression
Modified Weibull distribution
moment
Moment Generating Function
moments
monotone regression
Monte Carlo
Monte Carlo simulation
Monte Carlo simulations
Moran’s I
MORGAM Project
Morgenstern type bivariate generalized uniform distribution
Mortality
Motif detection
motor vehicle crash injuries
multi-raters
multi-view data integration
multicollinearity
multilayer perceptron
Multilevel
multilevel models
Multinomial logistic regression
multinomial logit model
multiple change-point detection
multiple correspondence analysis
multiple imputation
multiple index model
Multiple objective methods in optimization
multiple taxicab correspondence analysis
multivariate analysis
multivariate forecast
multivariate functional principal component analysis
multivariate normality
multivariate outliers
multivariate regression
Multivariate Skew distributions
multivariate survival data
multivariate test
mutant clusters
mutations
mutual information
Nadarajah-Haghighi distribution
naive Bayes
natural conjugate prior
Natural hazards
natural language processing
NAV
Negative Binomial regression
negative binomial thinning
Nelder-Mead algorithm
net benefit
network growth
network science
Neural Network
Neural network model
neural networking
neural networks
next-generation sequencing
Neyman allocation
Neyman type A distribution
NHANES
nominal
Non Parametric Specification Test
non response
Non Stationary Markov chain model
non-decimated wavelet transforms
Non-homogeneous Poisson process
non-homogeneous Poisson processes
non-linear model
Non-linear pattern
non-location shift
non-negative matrix factorization
nonhomogeneous Poisson process
nonignorable nonresponse
nonlinear model
nonlinear regression
nonparametric
nonparametric density-based clustering
Nonparametric Model
nonrandom missing
nonresponse bias
normal distribution
normal hierarchical model
Normal mixture model
normal test, surrogate
normal transformation
normal-approximation
normalization
Nuisance parameter
null models
null of stationarity
number of days of drinking alcohol
number of unreported cases
Numerical integration
OBD
observed information matrix
obust methods
Odd Generalized Exponential-G family
odd inverse Pareto
Odds function
official data
official statistics
oligonucleotide
One-factor model
one-sided specification interval
One-step estimator
OPEC crude oil prices
optimal prediction
optimality
optimism
option pricing
options
or- dinal
oracle properties
Order Statistic
order statistics
ordinal
ordinary least squares
orthonormal bases
outlier management
outliers
overdispersion
paired t-test
Pairwise comparison
Palliative care outcome scores
pandemic
pandemic cycle
panel deviations
Parameter estimation
Parametric bootstrap
Parametric bootstrap methods
parametric logistic regression model
Parametric survival analysis
partial correlation coefficient
partial digestion
partial least square regression (PLSR)
partial least squares regression
partial likelihood
particulate matter
path (cut) set
patient safety
pattern analysis
pattern matching
PCR
penalization
penalized likelihood
Penalized likelihood ratio
penalized regression
Penalized selection
penalized splines
perceived social support
periodic splines
permutation tests
personality
Perturbation scheme
perturbation scheme
piecewise or joinpoint regression
Pinus radiata
pixels
point null hypothesis
point processes
Poisson
Poisson distribution
Poisson log-linear models
Poisson regression
Poisson Regression, Anemia
Poisson segmented regression
Polya tree
pooled proportion
pooled testing
Poorly-posed classification problems
population genetics
population match
population of panels
Positive stable frailty
Posterior estimation
power
Power function distribution
Power generalized Weibull distribution
power law process
power lindley
Power Lomax distribution
Power Prior
Power series distribution
Power Weighted Quantile Regression
power-law distribution
pre-symptomatic and asymptomatic transmission
prediction
prediction intervals
predictive accuracy
predictive modeling
Predictive ratio risk
Predictive Risk Modeling
Premier Football League
prevalence
price delayed discovery effect
principal component regression
principal components
principal components analysis
Prior Dirichlet process
Probability Game Show
probability models with applications
Probability Weighted moments
product partition model
Profile likelihood function
Profile likelihood method
profiling
Progressive Censoring
Progressive Type-II censored data
propensity scores
proportion
proportional hazard model
Proportional hazards model
prospective study
Prostate cancer
protein structure prediction
PSA
pseudo probability
psychometrics
pupillary response behavior
Python
QTc
quadratic approximation
quadratic inference function
quality of life
quantile
Quantile distributions
Quantile function
quantile regression
quantile regularization
quantiles
R
R programming language
r-k class estimator
rainfall
random effects
Random field
random forest
random utility models
Randomized Response
rank statistics
Ranked set sampling
Ranking data
rankings
rate of conception
ratio estimation
Rayleigh Lomax Distribution
real data sets
Reciprocal distribution
Recognition pattern analysis
record values
recovery time
Recurrence relations
recurrence time
recurrent event times
recurrent events
recurrent relapse
regression
Regression Modeling
regression models
regression trees
regularization
relevance
reliability
Reliability analysis
reliability and hazard functions
reliability function
renewal process
Rényi entropy
repeatedly testing
reproducibility
reproducing kernel Hilbert space
Reproduction number
resampling
resampling method
rescaled spike and slab model
Residual Analysis
resubmitted lot
Reversed hazard rate
ridge regression (RR)
ridge regression (RR) estimator
right-censored data
risk factors
risk prediction
risk scores
risk scoring
RNA-Seq
robust logistic regression
robust regression
Robustness
ROC
rock fall
rotation type
run-off triangle
Runga–Kutta approximation
sample size
sampling
Sampling WeightsAdjusted
SARS-CoV-2
SCAD
scaling
scientific notebook
seasonal influenza
sediment nutrients and carbon
segmented regression
segregation ratio
Selection effect
selection models
self-controlled case series
self-exciting processes
semi-continuous variable
semi-parametric logistic regression model
semiparametric
semiparametric method
Semivariogram
sensing matrix
sensitivity analysis
Serial correlation
serial interval
Shannon entropy
Shape parameter
Short tails
Shrinkage estimator
Simulation
simultaneous credible region
Single and product moments
single cell RNAseq
Singular value decomposition
SIR model
slope change detection
small area estimates
small area estimation
smoothing
SNP
soccer
social choice theory
Softmax model
sparse recovery
Sparseness
sparsity
Spatial autocorrelation
Spatial Interpolation
Spatial statistics
Spatial-Temporal random effect
spatial-temporal sequence
sports statistics
stability
state space model
statistical inference
statistical properties
stochastic
stochastic block model
stochastic diffusion process
stochastic regression
stochastic SIR model
stopping rules
strategic planning
stratification
Stress Strength Model
stress-strength model
structural equation model
structural zero
student-t distribution
subclone
subjectivity
sums of squares
supersaturated design
supnorm
support network
support vector machine
support vector machines
Surplus process
surveillance data
survival analysis
Survival data
Survival function
survival outcome
survival tree
susceptibility
SVM
symptom onset
systolic blood pressure
T-K approximation
T-X family
table merging
tail dependence
tail order
Tails
tax policy
temperatures,
Temporomandibular disorder
tensors
testing symmetry about an unknown center
text mining
the hydrology data
The new Weibull-Pareto Distribution
Theil-Sen estimator
threshold
Time series models
Time to ruin
time-dependent covariates
time-dependent reproduction number
time-varying confounding
Topic Models
Topp-Leone distribution
Topp–Leone distribution
Total fertility rate
transition matrices
Transition probability
Transition probability matrix
transmissibility of flu virus
transmission rate
transmuted family
Transmuted-G family
trend
trimmed means
truncated binomial distribution
truncated normal
Truncated Poisson Distribution
Truncation Bias
tumor heterogeneity
Turkish seismicity
turning point
two-parameter ridge estimator
Two-part model
two-sample location-shifted model
two-sample t-test
two-stage estimation
type I error
Type-I(II) error
types of democracy
unbalanced factorial ANOVA
uncertainty
Unconditional logistic regression
under-and over-dispersion
under-reporting
underreporting
unemployment
unidentified infectious individuals
Unified skew normal distribution
unit gamma distribution
Unit-Gamma distribution
universal threshold
Upper horizontal boundary
Upper record values
upper record values density function
upper tail dependence coefficient
upside-down bathtub shaped hazard rate
vaccination
vaccine efficacy
value at risk
Value-at-Risk (VaR)
Variable returns to scale
variable selection
variance difference
visualization
Volatility
Weibull distribution
Weibull gamma distribution
Weibull- X family
Weibull-G class
Weighted distributions
weighted least squares
weighted least-squares Estimation
Weighted quantile regression
wetlands
Window length
word co-occurrence
Yule–Walker
Zero Truncated Poisson Distribution
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Bimodality of Plasma Glucose Distributions in Whites: A Bootstrap Approach to Testing Mixture Models
Ying Yang
Juanjuan Fan
Susanne May
https://doi.org/10.6339/JDS.2010.08(3).613
Pub. online:
10 Jul 2021
Type:
Research Article
Open Access
Journal:
Journal of Data Science
Volume 8, Issue 3 (2010), pp. 483–493
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Abstract
Abstract: The null distribution of the likelihood ratio test (LRT) of a onecomponent normal model versus two-component normal mixture model is
unknown. In this paper, we take a bootstrap approach to the likelihood ratio
test for testing bimodality of plasma glucose concentrations from Rancho
Bernardo Diabetes Study. The small p-values from this approach support the
hypothesis that a bimodal normal mixture model fits the data significantly
better than a unimodal normal model. The size and power of the bootstrap
based LRT are evaluated through simulations. The results suggest that a
sample size of close to 500 would be necessary in order to attain a power of
90% for detecting the unbalanced mixtures with means and variances similar
to those in the Rancho Bernardo data. Besides sample size, the power also
depends on the two means and variances of the two components in the data.
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