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Advanced Modeling and Data Challenges / / by Mike Nguyen
| Advanced Modeling and Data Challenges / / by Mike Nguyen |
| Autore | Nguyen Mike |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (417 pages) |
| Disciplina | 001.433 |
| Collana | Mathematics and Statistics Series |
| Soggetto topico |
Sampling (Statistics)
Regression analysis Mathematical statistics Methodology of Data Collection and Processing Linear Models and Regression Parametric Inference Mostreig (Estadística) Anàlisi de regressió Estadística matemàtica Models lineals (Estadística) Metodologia de la ciència |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783032017192
9783032017185 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911039319003321 |
Nguyen Mike
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Shrinkage and Penalized Estimation Strategies : Honoring the Contributions of Professor A. K. Md. Ehsanes Saleh / / edited by Mohammad Arashi, Mina Norouzirad
| Advances in Shrinkage and Penalized Estimation Strategies : Honoring the Contributions of Professor A. K. Md. Ehsanes Saleh / / edited by Mohammad Arashi, Mina Norouzirad |
| Autore | Arashi Mohammad |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (1067 pages) |
| Disciplina | 570.15195 |
| Collana | Emerging Topics in Statistics and Biostatistics |
| Soggetto topico |
Biometry
Regression analysis Mathematical statistics Biostatistics Linear Models and Regression Parametric Inference |
| ISBN | 3-031-94050-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I Shrinkage Estimation Strategies -- Chapter 1 Restricted Liu-Type Regression Estimators in Linear Regression Model -- Chapter 2 Shrinkage Strategies for Right-Censored Bell Regression Model with Application -- Chapter 3 On a Class of Shrinkage Estimators of Normal Mean in High-dimensional Data with Unknown Covariance -- Chapter 4 Some Stein-rules Methods in Tensor Regression Model with High-Dimensional Data -- Chapter 5 Some Implications of Preliminary-Test Estimation in the Context of Size-Biased Sampling -- Chapter 6 Study the Performance of New Shrinkage Estimators under the Balanced Loss Function -- Chapter 7 Shrinkage Estimators of the Location Parameter Under Modified Balanced Loss Functions -- Chapter 8 Shrinkage Strategies and Superefficiency -- Chapter 9 Shrinkage Estimation of Restricted Mean Vector Under Balanced Loss with Application inWavelet Denoising -- Chapter 10 On Minimaxity of Shrinkage Estimators Under Concave Loss -- Part II Penalized Estimation and Variable Selection -- Chapter 11 Improved LASSO Estimator in Semiparametric Linear Measurement Error Models -- Chapter 12 Weighted-Average Least Squares Estimation of Panel Data Models -- Chapter 13 Performance of Some Test Statistics for Testing the Regression Coefficients for the One and Two Parameters Multicollinear Gaussian Multiple Linear Regression Models: An Empirical Comparison -- Chapter 14 Ineffectiveness of Model Selection via t-Test in Regression with Collinearity -- Chapter 15 A New Ridge-Based Biased Prediction Technique in Linear Mixed Models -- Chapter 16 L-Estimation of Location: Shrinkage and Selection -- Chapter 17 Variable Selection in Regression Models with Dependent and Asymmetrically Distributed Error Term -- Part III Robust Estimation and Nonparametrics Methods -- Chapter 18 Shrinkage Estimator for Spatial Autoregressive Model with Endogenous Covariates -- Chapter 19 Regularization of Robust Neural Networks: Bayesian Connections and Outlier Detection -- Chapter 20 Estimating Finite Mixture Models Using Component Self-Paced Learning -- Chapter 21 Shrinkage Estimation in Generalized CIR Processes with Change-point -- Chapter 22 Estimating and Pretesting in Additive Censored Models -- Chapter 23 Confidence Interval for a Univariate Normal Mean Based on a Pretest Estimator -- Chapter 24 Prediction of Interruptions in Energy Supply: A Machine Learning Study with Post-Shrinkage Modeling. |
| Record Nr. | UNINA-9911066099903321 |
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Arashi Mohammad
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Likelihood Ratio Tests and Related Topics in Multivariate Analysis : Selected Contributions of Carlos A. Coelho / / edited by Barry C. Arnold, Ashis SenGupta, Gratiela Boca
| Likelihood Ratio Tests and Related Topics in Multivariate Analysis : Selected Contributions of Carlos A. Coelho / / edited by Barry C. Arnold, Ashis SenGupta, Gratiela Boca |
| Autore | Arnold Barry C |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (821 pages) |
| Disciplina | 519.535 |
| Altri autori (Persone) | Arnold |
| Collana | Contributions to Statistics |
| Soggetto topico |
Statistics
Mathematical statistics - Data processing Multivariate analysis Mathematical statistics Distribution (Probability theory) Statistical Theory and Methods Statistics and Computing Applied Statistics Multivariate Analysis Parametric Inference Distribution Theory Distribució (Teoria de la probabilitat) Estadística matemàtica Anàlisi multivariable Processament de dades |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-68008-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Biography of Carlos A. Coelho -- Overview of Carlos A. Coelho’s contributions included in the book and related research -- C. A. Coelho: The Generalized Integer Gamma Distribution – a Basis for Distributions in Multivariate Statistics. Journal of Multivariate Analysis -- C. A. Coelho: Addendum to the paper ’The Generalized Integer Gamma Distribution - a Basis for Distributions in Multivariate Analysis’ -- C. A. Coelho: The Generalized Near-Integer Gamma distribution – a basis for ’near-exact’ approximations to the distributions of statistics which are the product of an odd number of particular independent Beta random variables -- C. A. Coelho: The wrapped Gamma distribution and wrapped sums and linear combinations of independent Gamma and Laplace distributions -- Coelho and J. T. Mexia: On the distribution of the product and ratio of independent generalized Gamma-ratio random variables -- C. A. Coelho and F. J. Marques: The advantage of decomposing elaborate hypotheses on covariance matrices into conditionally independent hypotheses in building near-exact distributions for the test statistics -- C. A. Coelho, B. C. Arnold, and F. J. Marques: Near-exact distributions for certain likelihood ratio test statistics -- F. J. Marques, C. A. Coelho, and B. C. Arnold: A general near-exact distribution theory for the most common likelihood ratio test statistics used in Multivariate Analysis -- B. C. Arnold, C. A. Coelho, and F. J. Marques: The distribution of the product of powers of independent Uniform random variables – a simple but useful tool to address and better understand the structure of some distributions -- C. A. Coelho, F. J. Marques, and B. C. Arnold: The exact and near-exact distributions of the main likelihood ratio test statistics used in the complex multivariate normal setting -- C. A. Coelho and A. Roy: Testing the hypothesis of a doubly exchangeable covariance matrix -- C. A. Coelho: On the Distribution of Linear Combinations of Chi-Square Random Variables -- C. A. Coelho and R. P. Alberto: On the Distribution of the Product of Independent Beta Random Variables – Applications -- C. A. Coelho: Testing equality of mean vectors with block-circular and block compound-symmetric covariance matrices -- C. A. Coelho and J. Pielaszkiewicz: The Likelihood Ratio Test of Equality of Mean Vectors with a Doubly Exchangeable Covariance Matrix. |
| Record Nr. | UNINA-9911049214203321 |
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Arnold Barry C
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Minimum Gamma-Divergence for Regression and Classification Problems / / by Shinto Eguchi
| Minimum Gamma-Divergence for Regression and Classification Problems / / by Shinto Eguchi |
| Autore | Eguchi Shinto |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (212 pages) |
| Disciplina | 519.5 |
| Collana | JSS Research Series in Statistics |
| Soggetto topico |
Statistics
Stochastic models Mathematical statistics Machine learning Regression analysis Biometry Statistical Theory and Methods Stochastic Modelling in Statistics Parametric Inference Machine Learning Linear Models and Regression Biostatistics Estadística Estadística matemàtica Aprenentatge automàtic Anàlisi de regressió Biometria Models lineals (Estadística) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 9789819788804 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Framework of gamma-divergence -- 2.1. Scale invariance -- 2.2 GM divergence and HM divergence -- 3. Minimum divergence methods for generalized linear models -- 3.1. Bernoulli logistic model -- 3.2. Poisson log-linear model -- 3.3. Poisson point process model -- 4. Minimum divergence methods in machine leaning -- 4.1. Multi-class AdaBoost -- 4.2. Boltzmann machine -- 5. gamma-divergence for real valued functions -- 6. Discussion. |
| Record Nr. | UNINA-9910986137903321 |
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Eguchi Shinto
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Modeling Correlated Outcomes Using Extensions of Generalized Estimating Equations and Linear Mixed Modeling / / by George J. Knafl
| Modeling Correlated Outcomes Using Extensions of Generalized Estimating Equations and Linear Mixed Modeling / / by George J. Knafl |
| Autore | Knafl George J |
| Edizione | [2nd ed. 2026.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (758 pages) |
| Disciplina | 519.444 |
| Collana | Mathematics and Statistics Series |
| Soggetto topico |
Regression analysis
Mathematical statistics Biometry Linear Models and Regression Parametric Inference Biostatistics |
| ISBN | 3-032-00989-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Part I Continuous, Count, and Dichotomous Outcomes -- 2. Standard GEE Modeling of Correlated Univariate Outcomes -- 3. Partially Modified GEE Modeling of Correlated Univariate Outcomes -- 4. Fully Modified GEE Modeling of Correlated Univariate Outcomes -- 5. Extended Linear Mixed Modeling of Correlated Univariate Outcomes -- 6. Example Analyses of the Dental Measurement Data -- 7. Example Analyses of the Epilepsy Seizure Rate Data -- 8. Example Analyses of the Dichotomous Respiratory Status Data -- 9. Example Analyses of the Blood Lead Level Data -- Part II Polytomous Outcomes -- 10. Multinomial Regression -- 11. Ordinal Regression -- 12. Discrete Regression -- 13. Example Multinomial and Ordinal Regression Analyses -- 14. Example Discrete Regression Analyses -- Part III Adaptive Analysis Strategies -- 15. Alternative Analyses -- 16. Additional Example Analyses. |
| Record Nr. | UNINA-9911061730503321 |
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Knafl George J
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Regression : Models, Methods and Applications / / by Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian D. Marx
| Regression : Models, Methods and Applications / / by Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian D. Marx |
| Edizione | [2nd ed. 2021.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (757 pages) |
| Disciplina | 519.536 |
| Soggetto topico |
Regression analysis
Statistics Quantitative research Nonparametric statistics Mathematical statistics Linear Models and Regression Applied Statistics Data Analysis and Big Data Non-parametric Inference Parametric Inference Statistical Theory and Methods |
| ISBN |
9783662638828
3662638827 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Regression Models -- The Classical Linear Model -- Extensions of the Classical Linear Model -- Generalized Linear Models -- Categorical Regression Models -- Mixed Models -- Nonparametric Regression -- Structured Additive Regression -- Distributional Regression Models. |
| Record Nr. | UNINA-9910552734003321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Research Papers in Statistical Inference for Time Series and Related Models : Essays in Honor of Masanobu Taniguchi / / edited by Yan Liu, Junichi Hirukawa, Yoshihide Kakizawa
| Research Papers in Statistical Inference for Time Series and Related Models : Essays in Honor of Masanobu Taniguchi / / edited by Yan Liu, Junichi Hirukawa, Yoshihide Kakizawa |
| Autore | Liu Yan |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (591 pages) |
| Disciplina | 519.55 |
| Altri autori (Persone) |
HirukawaJunichi
KakizawaYoshihide |
| Soggetto topico |
Time-series analysis
Mathematical statistics Nonparametric statistics Time Series Analysis Parametric Inference Non-parametric Inference Mathematical Statistics Estadística matemàtica Anàlisi de sèries temporals |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9789819908035
9819908035 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Frequency domain empirical likelihood method for infinite variance models -- Chapter 2. Diagnostic testing for time series -- Chapter 3. Statistical Inference for Glaucoma Detection -- Chapter 4. On Hysteretic Vector Autoregressive Model with Applications -- Chapter 5. Probabilistic Forecasting for Daily Electricity Loads and Quantiles for Curve-to-Curve Regression -- Chapter 6. Exact topological inference on resting-state brain networks -- Chapter 7. An Introduction to Geostatistics -- Chapter 8. Relevant change points in high dimensional time series -- Chapter 9. Adaptiveness of the empirical distribution of residuals in semi-parametric conditional location scale models -- Chapter 10. Standard testing procedures for white noise and heteroskedasticity -- Chapter 11. Estimation of Trigonometric Moments for Circular Binary Series -- Chapter 12. Time series analysis with unsupervised learning -- Chapter 13. Recovering the market volatility shocks in high-dimensional time series -- Chapter14. Asymptotic properties of mildly explosive processes with locally stationary disturbance -- Chapter 15. Multi-Asset Empirical Martingale Price Estimators for Financial Derivatives -- Chapter 16. Consistent Order Selection for ARFIMA Processes -- Chapter 17. Recursive asymmetric kernel density estimation for nonnegative data -- Chapter 18. Fitting an error distribution in some heteroscedastic time series models -- Chapter 19. Symbolic Interval-Valued Data Analysis for Time Series Based on Auto-Interval-Regressive Models -- Chapter 20. ROBUST LINEAR INTERPOLATION AND EXTRAPOLATION OF STATIONARY TIME SERIES -- Chapter 21. Non Gaussian models for fMRI data -- Chapter 22. Robust inference for ordinal response models -- Chapter 23. Change point problems for diffusion processes and time series models -- Chapter 24. Empirical likelihood approach for time series -- Chapter 25. Exploring the Dependence Structure Between Oscillatory Activities in Multivariate Time Series -- Chapter 26. Projection-based nonparametric goodness-of-fit testing with functional data. |
| Record Nr. | UNINA-9910728935303321 |
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Liu Yan
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Statistical Significance and the PHC Curve / / by Hideki Toyoda
| Statistical Significance and the PHC Curve / / by Hideki Toyoda |
| Autore | Toyoda Hideki <1961-> |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (158 pages) |
| Disciplina | 519.56 |
| Soggetto topico |
Social sciences - Statistical methods
Statistics Markov processes Mathematical statistics Psychometrics Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Statistical Theory and Methods Markov Process Bayesian Inference Parametric Inference Tests d'hipòtesi (Estadística) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9789819777488
9819777488 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Statistical Significance is Merely a Necessary Condition -- Academic Journals Filled with Redundant Papers -- Sample size must be determined in advance along with the evidence provided -- Does the Fact of Deciding in Advance Guarantee Permanence -- The Probability of a Research Hypothesis Being Correct. |
| Record Nr. | UNINA-9910899898603321 |
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Toyoda Hideki <1961->
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Statistics with Posterior Probability and a PHC Curve / / by Hideki Toyoda
| Statistics with Posterior Probability and a PHC Curve / / by Hideki Toyoda |
| Autore | Toyoda Hideki |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (412 pages) |
| Disciplina | 300.727 |
| Soggetto topico |
Social sciences - Statistical methods
Statistics Markov processes Mathematical statistics Psychometrics Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Statistical Theory and Methods Markov Process Bayesian Inference Parametric Inference Estadística matemàtica Probabilitats |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9789819730940
9789819730933 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | chapter01 Data summary and theoretical distribution -- chapter02 Posterior Distribution and Bayes' Theorem -- chapter03 Inference about a normal distribution -- chapter04 Generated quantities -- chapter05 phc curve and ROPE -- chapter06 Inference about two normal distributions -- chapter07 Group difference between two independent groups -- chapter08 Bivariate and multivariate data -- chapter09 difference score of paired two groups -- chapter10 Independent one-factor analysis -- chapter11 Independent two-factor analysis -- chapter12 Binomial distribution model -- chapter13 Multinomial distribution model -- chapter14 simple regression model -- chapter15 multiple regression model -- chapter16 Interpreting partial regression coefficients -- chapter17 Logistic regression / Meta-analysis -- chapter18 Poisson model / Log-linear model -- chapter19 Independent one-factor analysis with various distributions -- chapter20 Analysis of covariance / Propensity score -- chapter21 Advanced experimental design -- chapter22 Hierarchical linear model. |
| Record Nr. | UNINA-9910865275803321 |
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Toyoda Hideki
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Survival Analysis : Efficient Nonparametric Curve Estimation For Censored Data with R Examples / / by Sam Efromovich
| Survival Analysis : Efficient Nonparametric Curve Estimation For Censored Data with R Examples / / by Sam Efromovich |
| Autore | Efromovich Sam |
| Edizione | [1st ed. 2026.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 |
| Descrizione fisica | 1 online resource (385 pages) |
| Disciplina | 519 |
| Collana | Synthesis Lectures on Mathematics & Statistics |
| Soggetto topico |
Probabilities
Statistics Mathematical statistics Nonparametric statistics Regression analysis Applied Probability Statistical Theory and Methods Applied Statistics Parametric Inference Non-parametric Inference Linear Models and Regression |
| ISBN | 3-031-82814-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Introduction -- Chapter 2. Current Status Censoring -- Chapter 3. Right-Censoring -- Chapter 4. References. |
| Record Nr. | UNINA-9911046546003321 |
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Efromovich Sam
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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