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Applied Multivariate Statistical Analysis / / by Wolfgang Karl Härdle, Léopold Simar
| Applied Multivariate Statistical Analysis / / by Wolfgang Karl Härdle, Léopold Simar |
| Autore | Härdle Wolfgang Karl |
| Edizione | [4th ed. 2015.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XIII, 580 p. 221 illus., 83 illus. in color.) |
| Disciplina | 519.535 |
| Soggetto topico |
Statistics
Social sciences - Mathematics Econometrics Statistics in Business, Management, Economics, Finance, Insurance Mathematics in Business, Economics and Finance Quantitative Economics Statistical Theory and Methods |
| ISBN |
9783662451717
3662451719 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | I Descriptive Techniques: Comparison of Batches -- II Multivariate Random Variables: A Short Excursion into Matrix Algebra -- Moving to Higher Dimensions -- Multivariate Distributions -- Theory of the Multinormal -- Theory of Estimation -- Hypothesis Testing -- III Multivariate Techniques: Regression Models -- Variable Selection -- Decomposition of Data Matrices by Factors -- Principal Components Analysis -- Factor Analysis -- Cluster Analysis -- Discriminant Analysis -- Correspondence Analysis -- Canonical Correlation Analysis -- Multidimensional Scaling -- Conjoint Measurement Analysis -- Applications in Finance -- Computationally Intensive Techniques -- IV Appendix: Symbols and Notations -- Data. |
| Record Nr. | UNINA-9910299784203321 |
Härdle Wolfgang Karl
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Probability : From Random Experiments to Random Sequences and Statistics / / by Valérie Girardin, Nikolaos Limnios
| Applied Probability : From Random Experiments to Random Sequences and Statistics / / by Valérie Girardin, Nikolaos Limnios |
| Autore | Girardin Valérie |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (265 pages) |
| Disciplina | 519.2 |
| Soggetto topico |
Probabilities
Statistics Probability Theory Statistical Theory and Methods Applied Probability Applied Statistics Probabilitats Estadística matemàtica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-97963-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- Notation -- 1 Events and Probability Spaces -- 1.1 Sample Space -- 1.2 Measure Spaces -- 1.2.1 σ-Algebras -- Properties of σ-Algebras -- 1.2.2 Measures -- Properties of Measures -- Dirac Measure -- Counting Measure -- Lebesgue Measure -- 1.3 Probability Spaces -- 1.3.1 General Case -- 1.3.2 Conditional Probabilities -- 1.3.3 Discrete Case: Combinatorial Analysis and Entropy -- Properties of Shannon Entropy -- 1.4 Independence of Finite Collections -- 1.5 Exercises -- 2 Random Variables -- 2.1 Random Variables -- 2.1.1 Measurable Functions -- Properties of Measurable Functions -- 2.1.2 Distributions and Distribution Functions -- Properties of Distribution Functions -- Properties of Quantiles -- 2.2 Expectation -- 2.2.1 Lebesgue Integral -- Properties of Lebesgue Integrals -- 2.2.2 Expectation -- 2.3 Discrete Random Variables -- 2.3.1 General Properties -- 2.3.2 Classical Discrete Distributions -- Dirac Distribution -- Uniform Distribution -- Bernoulli Distribution -- Binomial Distribution -- Hyper-Geometric Distribution -- Geometric and Negative Binomial Distributions -- Poisson Distribution -- 2.4 Continuous Random Variables -- 2.4.1 Absolute Continuity of Measures -- 2.4.2 Densities -- Properties of Densities of Random Variables -- 2.4.3 Classical Distributions with Densities -- Uniform Distribution -- Gaussian Distribution -- Gamma, Exponential, Chi-Squared, Erlang Distributions -- Log-Normal Distribution -- Weibull Distribution -- Inverse-Gaussian Distribution -- Beta Distribution -- Fisher Distribution -- Student and Cauchy Distributions -- 2.4.4 Determination of Distributions -- 2.5 Analytical Tools -- 2.5.1 Generating Functions -- Properties of Generating Functions -- 2.5.2 Fourier Transform and Characteristic Functions -- Properties of Characteristic Functions -- 2.5.3 Laplace Transform.
Properties of Laplace Transforms -- 2.5.4 Moment Generating Functions and Cramér Transform -- Properties of Cramér Transform -- 2.6 Reliability and Survival Analysis -- 2.7 Exercises and Complements -- 3 Random Vectors -- 3.1 Relations Between Random Variables -- 3.1.1 Covariance -- Properties of Covariance and Correlation Coefficients -- 3.1.2 Independence of Random Variables -- 3.1.3 Stochastic Order Relation -- 3.1.4 Entropy -- Properties of Entropy -- 3.2 Characteristics of Random Vectors -- 3.2.1 Product of Probability Spaces -- 3.2.2 Distribution of Random Vectors -- Properties of Multi-dimensional Distribution Functions -- Properties of Densities of Random Vectors -- Properties of Covariance Matrices -- 3.2.3 Independence of Random Vectors -- Properties of Covariance Matrices of Two Vectors -- 3.3 Functions of Random Vectors -- 3.3.1 Order Statistics -- 3.3.2 Sums of Independent Variables or Vectors -- Properties of Convolution -- 3.3.3 Determination of Distributions -- 3.4 Gaussian Vectors -- 3.5 Exercises and Complements -- 4 Random Sequences -- 4.1 Enumerable Sequences -- 4.1.1 Sequences of Events -- Properties of Superior and Inferior Limits of Events -- 4.1.2 Independence of Sequences -- 4.2 Stochastic Convergence -- 4.2.1 Different Types of Convergence -- 4.2.2 Convergence Criteria -- 4.2.3 Links Between Convergences -- 4.2.4 Convergence of Sequences of Random Vectors -- 4.3 Limit Theorems -- 4.3.1 Asymptotics of Discrete Distributions -- 4.3.2 Laws of Large Numbers -- 4.3.3 Central Limit Theorem -- 4.4 Stochastic Simulation Methods -- 4.4.1 Generating Random Variables -- 4.4.2 Monte Carlo Simulation Method -- 4.5 Exercises and Complements -- 5 Introduction to Statistics -- 5.1 Non-parametric Statistics -- 5.1.1 Empirical Distribution Function -- 5.1.2 Confidence Intervals -- 5.1.3 Non-parametric Testing -- 5.2 Parametric Statistics. 5.2.1 Point Estimation -- 5.2.2 Maximum Likelihood Method -- 5.2.3 Precision of the Estimators -- 5.2.4 Parametric Confidence Intervals -- 5.2.5 Testing in a Parametric Model -- 5.3 The Linear Model -- 5.3.1 Linear and Quadratic Approximations -- 5.3.2 The Simple Linear Model -- 5.3.3 ANOVA -- For Two Samples -- One Way Model -- Two Way Model -- 5.4 Exercises and Complements -- Further Reading -- Measure and Probability -- Probability Theory and Statistics -- Applications -- Index. |
| Record Nr. | UNINA-9910568249603321 |
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Girardin Valérie
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Probability / / by Kenneth Lange
| Applied Probability / / by Kenneth Lange |
| Autore | Lange Kenneth |
| Edizione | [3rd ed. 2024.] |
| Pubbl/distr/stampa | New York, NY : , : Springer US : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (608 pages) |
| Disciplina | 519.2 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Probabilities Computer science - Mathematics Mathematical statistics Mathematics - Data processing Estadística matemàtica Matemàtica aplicada Statistical Theory and Methods Probability Theory Probability and Statistics in Computer Science Computational Mathematics and Numerical Analysis |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9781071641729
9781071641712 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Basic Notions of Probability Theory -- Calculation of Expectations -- Convexity, Optimization, and Inequalities -- Combinatorics -- Combinatorial Optimization -- Poisson Processes -- Discrete-Time Markov Chains -- Continuous-Time Markov Chains -- Branching Processes -- Martingales -- Diffusion Processes -- Asymptotic Methods -- Numerical Methods -- Poisson Approximation -- Number Theory -- Entropy -- Appendix: Mathematical Review. |
| Record Nr. | UNINA-9910917194103321 |
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Lange Kenneth
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| New York, NY : , : Springer US : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Statistical Inference : Likelihood and Bayes / / by Leonhard Held, Daniel Sabanés Bové
| Applied Statistical Inference : Likelihood and Bayes / / by Leonhard Held, Daniel Sabanés Bové |
| Autore | Held Leonhard |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XIII, 376 p. 71 illus.) : online resource |
| Disciplina | 519.5 |
| Soggetto topico |
Statistics
Biometry Mathematical statistics - Data processing Statistical Theory and Methods Biostatistics Statistics and Computing |
| ISBN | 3-642-37887-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910300156603321 |
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Held Leonhard
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Statistical Methods in Agriculture, Health and Life Sciences / / by Bayo Lawal
| Applied Statistical Methods in Agriculture, Health and Life Sciences / / by Bayo Lawal |
| Autore | Lawal Bayo |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXXIII, 799 p. 536 illus., 61 illus. in color.) : online resource |
| Disciplina | 570.15195 |
| Soggetto topico |
Biometry
Statistics Mathematical statistics - Data processing Biostatistics Statistical Theory and Methods Statistics and Computing |
| ISBN | 3-319-05555-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Table of Contents attached as well. Introduction -- Frequency Distributions -- Numerical Description of Data -- Probability and Probability Distributions -- Estimation and Hypothesis Testing -- Regression Analysis -- Categorical Data Analysis -- Experimental Design -- The Completely Randomized Design -- The Randomized Complete Block Design -- Multiple Blocking Designs -- Analysis of Covariance -- Factorial Treatments Designs -- The Split-Plot Design -- Incomplete Block Design -- Quantal-Bioassay -- Repeated Measures Design -- Survival Analysis. |
| Record Nr. | UNINA-9910299982103321 |
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Lawal Bayo
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Statistics : Methods Using R / / by Jürgen Hedderich, Lothar Sachs
| Applied Statistics : Methods Using R / / by Jürgen Hedderich, Lothar Sachs |
| Autore | Hedderich Jürgen |
| Edizione | [3rd ed. 2024.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (1056 pages) |
| Disciplina | 519.5 |
| Soggetto topico |
Sampling (Statistics)
Statistics Biometry R (Llenguatge de programació) Mostreig (Estadística) Biometria Estadística matemàtica Dades de recerca Methodology of Data Collection and Processing Applied Statistics Biostatistics Statistical Theory and Methods |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-662-70074-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Fundamentals of Planning Scientific Work -- Fundamentals of Mathematics -- Descriptive Statistics -- Probabilities -- Random Variables, Distributions -- Estimation -- Hypothesis Testing -- Statistical Model Building -- Introduction to R -- References -- Author Index -- Subject Index -- Examples Index -- R Functions Index. |
| Record Nr. | UNINA-9910917188803321 |
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Hedderich Jürgen
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Statistics and Data Science : Proceedings of Statistics 2021 Canada, Selected Contributions / / edited by Yogendra P. Chaubey, Salim Lahmiri, Fassil Nebebe, Arusharka Sen
| Applied Statistics and Data Science : Proceedings of Statistics 2021 Canada, Selected Contributions / / edited by Yogendra P. Chaubey, Salim Lahmiri, Fassil Nebebe, Arusharka Sen |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (163 pages) |
| Disciplina | 519.5 |
| Collana | Springer Proceedings in Mathematics & Statistics |
| Soggetto topico |
Statistics
Quantitative research Mathematical statistics - Data processing Actuarial science Applied Statistics Data Analysis and Big Data Statistics and Computing Statistical Theory and Methods Actuarial Mathematics |
| ISBN | 3-030-86133-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Minimum Profile Hellinger Distance Estimation for Semiparametric Simple Linear Regression Model -- 2. A Spatiotemporal Investigation of the Cod Stock in the Northern Gulf of St-Lawrence -- 3. Modeling Obesity Rate with Spatial Auto-correlation: A Case Study -- 4. Bayesian Inference for Inverse Gaussian Data with Emphasis on the Coefficient of Variation -- 5. Estimation and Testing of a Common Coefficient of Variation from Inverse Gaussian Distributions -- 6. A Markov Model of Polygenic Inheritance -- 7. Bayes Linear Emulation of Simulated Crop Yield. |
| Record Nr. | UNINA-9910520068603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Statistics for Social and Management Sciences / / by Abdul Quader Miah
| Applied Statistics for Social and Management Sciences / / by Abdul Quader Miah |
| Autore | Miah Abdul Quader |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XV, 444 p. 73 illus. in color.) |
| Disciplina | 300.15195 |
| Soggetto topico |
Social sciences - Statistical methods
Statistics Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Statistics in Business, Management, Economics, Finance, Insurance Statistical Theory and Methods |
| ISBN | 981-10-0401-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1: Basics -- 2: Presentation of Statistical Data -- 3: Descriptive Statistics -- 4: Probability Theory -- 5: Probability Distributions -- 6: Statistical Inference -- 7: Hypothesis Testing -- 8: The Chi-Square Test -- 9: Non-Parametric Test -- 10: Correlation -- 11: Simple Regression -- 12: Multiple Regression -- 13: Sampling Theory -- 14: Determination of Sample Size -- 15: Index Numbers -- 16: Analysis of Financial Data -- 17: Experimental Design -- 18: Statistical Quality Control -- 19: Summary for Hypothesis Testing. |
| Record Nr. | UNINA-9910254081803321 |
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Miah Abdul Quader
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Statistics in Biomedicine and Clinical Trials Design : Selected Papers from 2013 ICSA/ISBS Joint Statistical Meetings / / edited by Zhen Chen, Aiyi Liu, Yongming Qu, Larry Tang, Naitee Ting, Yi Tsong
| Applied Statistics in Biomedicine and Clinical Trials Design : Selected Papers from 2013 ICSA/ISBS Joint Statistical Meetings / / edited by Zhen Chen, Aiyi Liu, Yongming Qu, Larry Tang, Naitee Ting, Yi Tsong |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (550 p.) |
| Disciplina |
610.2/1
610.21 |
| Collana | ICSA Book Series in Statistics |
| Soggetto topico |
Biometry
Statistics Medicine - Research Biology - Research Biostatistics Statistical Theory and Methods Biomedical Research |
| ISBN | 3-319-12694-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Bayesian Methods in Biomedical Research -- Diagnostic Medicine and Classification -- Innovative Clinical Trials Design and Analysis -- Modeling and Data Analysis -- Personalized Medicine -- Statistical Genomics and High-Dimensional Data Analysis. |
| Record Nr. | UNINA-9910299763103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Survival Analysis Using R / / by Dirk F. Moore
| Applied Survival Analysis Using R / / by Dirk F. Moore |
| Autore | Moore Dirk F |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XIV, 226 p. 66 illus., 26 illus. in color.) |
| Disciplina | 610.72 |
| Collana | Use R! |
| Soggetto topico |
Biometry
Statistics Epidemiology Biostatistics Statistical Theory and Methods |
| ISBN |
9783319312453
3319312456 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Basic Principles of Survival Analysis -- Nonparametric Survival Curve Estimation -- Nonparametric Comparison of Survival Distributions -- Regression Analysis Using the Proportional Hazards Model -- Model Selection and Interpretation -- Model Diagnostics -- Time Dependent Covariates -- Multiple Survival Outcomes and Competing Risks -- Parametric Models -- Sample Size Determination for Survival Studies -- Additional Topics -- References -- Appendix A -- Index -- R Package Index. |
| Record Nr. | UNINA-9910254061103321 |
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Moore Dirk F
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soggetto topico
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Statistical Theory and Methods
(853)
- Statistics (774)
- Biostatistics (217)
- Biometry (205)
- Statistics and Computing (159)