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The Annals of Statistics, ISSN 0090-5364, 10/2006, Volume 34, Issue 5, pp. 2367 - 2386
Let be a random vector. It is desired to predict Y based on . Examples of prediction methods are regression, classification using logistic regression or... 
Mathematical procedures | Penalty function | Lipschitz condition | Statistical Learning | Sample size | Linear regression | Cubes | Inference | Mathematical independent variables | Entropy | Estimators | Persistence | Variable selection | persistence | 62C99
Journal Article
Tatra Mountains Mathematical Publications, ISSN 1210-3195, 12/2018, Volume 72, Issue 1, pp. 43 - 54
In this paper, we analyse properties of aggregation-based extensions of fuzzy measures depending on properties of aggregation functions which they are based... 
aggregation function | Möbius transform | fuzzy measure | 28E10 | 62C99
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 08/2019, Volume 48, Issue 7, pp. 1922 - 1947
We propose an extension of parametric product partition models. We name our proposal nonparametric product partition models because we associate a random... 
Loss functions | Bayesian nonparametric inference | 62G99 | Missing values | 62F15 | 62C99 | STATISTICS & PROBABILITY | PROBABILITY | BAYESIAN IDENTIFICATION | Skewed distributions | Missing data | Partitions | Change detection | Distribution functions
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 09/2019, Volume 48, Issue 17, pp. 4320 - 4338
In this paper, assuming that the error terms follow a multivariate t distribution, we derive the exact formula for the predictive mean squared error (PMSE) of... 
multivariate t error term | Predictive mean squared error | heterogeneous preliminary test estimator | 62J07 | homogeneous preliminary test estimator | 62C99 | LINEAR-REGRESSION MODEL | STATISTICS & PROBABILITY | RESTRICTIONS | MSE PERFORMANCE | Errors | Economic models | Multivariate analysis | Estimators
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 06/2019, Volume 48, Issue 11, pp. 2748 - 2765
Improved point and interval estimation of the smallest scale parameter of n independent populations following two-parameter exponential distributions are... 
Maruyama-type estimators | Stein-type estimators | Decision theory | 62C99 | 62F30 | 62F99 | Strawderman-type estimators | Kubokawa's methodology | Brewster and Zidek-type estimators | Kubokawa’s methodology | STATISTICS & PROBABILITY | INADMISSIBILITY | VARIANCE | Sampling | Parameter estimation | Estimators
Journal Article
The Annals of Statistics, ISSN 0090-5364, 2/2012, Volume 40, Issue 1, pp. 561 - 592
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 11/2017, Volume 46, Issue 10, pp. 8233 - 8250
Traditional phase III clinical trials are powered to detect an overall treatment effect. However, it has increasingly been shown that many treatments are... 
Adaptive signature design | interaction | classification | machine learning | dimension reduction | 62C99 | DECISION | LASSO | STATISTICS & PROBABILITY | reduction | SELECTION | dimension | Clinical trials | Medical research | Mathematical models | Computer simulation
Journal Article
Statistics, ISSN 0233-1888, 01/2018, Volume 52, Issue 1, pp. 99 - 114
For an arbitrary strictly convex loss function, we study the problem of estimating a linear parametric function is a known constant, when a doubly censored... 
censored samples | 62F10 | inadmissibility | equivariant estimator | 62C99 | Brewster-Zidek estimator | LOCATION | INTERVAL | SCALE PARAMETER | STATISTICS & PROBABILITY | PERCENTILE | VARIANCE | RISK EQUIVARIANT ESTIMATOR
Journal Article
Scientometrics, ISSN 0138-9130, 05/2017, Volume 111, Issue 2, pp. 581 - 593
Rating scales are used to elicit data about qualitative entities (e.g., research collaboration). This study presents an innovative method for reducing the... 
Reduction | Receiver operator characteristic | Prediction | Rating scale | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MODELS | PAIRWISE COMPARISONS METHOD | INFORMATION SCIENCE & LIBRARY SCIENCE | Data collection | Discriminant analysis | Qualitative analysis | Factor analysis | Statistical analysis | 62P10 | 62C99 | 94A50 | 62C25
Journal Article
The Annals of Statistics, ISSN 0090-5364, 2/2012, Volume 40, Issue 1, pp. 593 - 608
Journal Article
Journal of Mathematical Chemistry, ISSN 0259-9791, 8/2019, Volume 57, Issue 7, pp. 1755 - 1769
Journal Article
Journal of Theoretical Probability, ISSN 0894-9840, 12/2018, Volume 31, Issue 4, pp. 2112 - 2128
Journal Article
Communications in Mathematics and Statistics, ISSN 2194-6701, 9/2019, Volume 7, Issue 3, pp. 309 - 328
We consider estimation of the scale parameter of a two-parameter exponential distribution on the basis of doubly censored data. Classes of estimators,... 
Censored samples | Brewster–Zidek estimator | Stein-type estimator | 62C99 | Mathematics, general | 62F10 | Mathematics | Statistics, general | Inadmissibility | Equivariant estimator | MATHEMATICS | RISK EQUIVARIANT ESTIMATOR | Brewster-Zidek estimator
Journal Article
Journal of Statistical Computation and Simulation, ISSN 0094-9655, 10/2018, Volume 88, Issue 15, pp. 2893 - 2908
Journal Article
The Annals of Statistics, ISSN 0090-5364, 10/2013, Volume 41, Issue 5, pp. 2292 - 2323
Journal Article
Electronic Journal of Statistics, ISSN 1935-7524, 2016, Volume 10, Issue 1, pp. 380 - 393
Scoring functions are used to evaluate and compare partially probabilistic forecasts. We investigate the use of rank-sum functions such as empirical Area Under... 
Rank-sum | Scoring rule | Scoring function | Probabilistic prediction | Area under the curve | AREA | scoring function | ROC CURVE | scoring rule | STATISTICS & PROBABILITY | area under the curve | probabilistic prediction
Journal Article
Mathematical Methods of Statistics, ISSN 1066-5307, 4/2014, Volume 23, Issue 2, pp. 116 - 131
This paper deals with recovering an unknown vector β from the noisy data Y = Xβ + σξ, where X is a known n × p matrix with n ≥ p and ξ is a standard white... 
spectral cut-off regularization | oracle inequality | secondary 62C10, 62C20, 62J05 | data-driven cut-off frequency | Statistical Theory and Methods | minimax risk | ill-posed linear model | primary 62C99 | Statistics
Journal Article
Statistics, ISSN 0233-1888, 09/2017, Volume 51, Issue 5, pp. 1095 - 1104
Estimation of two normal means with an order restriction is considered when a covariance matrix is known. It is shown that restricted maximum likelihood... 
mean squared error | Ordered normal means | stochastical domination | Pitman nearness criterion | MLE | 62F30 | 62C99 | 62F10 | 62H12 | RESTRICTED ESTIMATORS | STATISTICS & PROBABILITY
Journal Article
EURO Journal on Decision Processes, ISSN 2193-9438, 11/2018, Volume 6, Issue 3, pp. 343 - 376
Journal Article
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