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Smoothing of multivariate data [[electronic resource] ] : density estimation and visualization / / Jussi Klemelä
Smoothing of multivariate data [[electronic resource] ] : density estimation and visualization / / Jussi Klemelä
Autore Klemelä Jussi <1965->
Pubbl/distr/stampa Hoboken, N.J., : John Wiley & Sons, c2009
Descrizione fisica 1 online resource (641 p.)
Disciplina 519.5
Collana Wiley Series in Probability and Statistics
Soggetto topico Smoothing (Statistics)
Estimation theory
Analysis of variance
ISBN 1-283-91612-6
0-470-42567-9
0-470-42566-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Smoothing of Multivariate Data: Density Estimation and Visualization; CONTENTS; Preface; Introduction; 1.1 Smoothing; 1.2 Visualization; 1.3 Density Estimation; 1.4 Plan of the Book; 1.5 Web Page and the Code; 1.6 Bibliographic Notes; PART I VISUALIZATION; 1 Visualization of Data; 1.1 Scatter Plots, Projections, and Slices; 1.1.1 Scatter Plots; 1.1.2 Projections; 1.1.3 Dynamic Scatter Plots; 1.1.4 Slices; 1.1.5 Prosections; 1.1.6 Subsetting; 1.2 Univariate Data; 1.2.1 Line Plot, ID Scatter Plot, Index Plot, Time Series Plot; 1.2.2 Empirical Distribution Function and Tail Plot
1.2.3 PP-Plot and QQ-Plot1.2.4 Box Plot; 1.2.5 Kernel Estimates; 1.3 Parallel Level Plots; 1.3.1 Multivariate Time Series; 1.3.2 One-dimensional Curves; 1.3.3 Point Clouds; 1.4 Graphical Matrices; 1.4.1 Bar Matrix; 1.4.2 Index Plot Matrix; 1.5 Observations as Objects; 1.5.1 Parallel Coordinate Plots; 1.5.2 Multivariate Time Series; 1.5.3 Andrew's Curves; 1.5.4 Faces; 1.5.5 Other Possibilities; 1.6 Linking Across Dimensions; 1.7 Descriptive Statistics; 1.7.1 Location; 1.7.2 Dispersion; 1.7.3 Higher Order Moments; 1.8 Dimension Reduction of Data; 1.8.1 Principal Components
1.8.2 Projection Pursuit1.8.3 Self-organizing Maps; 1.8.4 Multidimensional Scaling; 2 Visualization of Functions; 2.1 Visualization of Low-dimensional Functions; 2.1.1 One-dimensional Functions; 2.1.2 Two-and Three-dimensional Functions; 2.1.3 Dimension Reduction of Functions; 2.2 Visualization of the Spread; 2.2.1 Density Type Visualizations; 2.2.2 Distribution Function Type Visualizations; 2.3 Bibliographie Notes; 2.3.1 Visualization of High-dimensional Functions; 2.3.2 Visualization of the Spread of Multivariate Densities; 3 Visualization of Trees; 3.1 Visualization of Spatial Trees
3.1.1 Spatial Tree3.1.2 Spatial Tree Plot; 3.1.3 Colors and Labels; 3.2 Visualization of Function Trees; 3.2.1 Function Tree; 3.2.2 Function Tree Plot; 3.3 Bibliographic Notes; 4 Level Set Trees; 4.1 Definition of a Level Set Tree; 4.2 Volume Transform; 4.2.1 Volume Transform and Volume Function; 4.2.2 A Limit Volume Function; 4.3 Barycenter Plot; 4.4 Interpretations; 4.4.1 Mode Isomorphism; 4.4.2 Skewness and Kurtosis; 4.5 Examples of Level Set Trees; 4.5.1 Three-dimensional Example; 4.5.2 Four-dimensional Example; 4.6 Bibliographic Notes; 4.6.1 Morse Theory; 4.6.2 Reeb Graphs; Exercises
5 Shape Trees5.1 Functions and Sets; 5.2 Definition of a Shape Tree; 5.3 Shape Transforms; 5.3.1 Radius Transform; 5.3.2 Tail Probability Transform; 5.3.3 Probability Content Transform; 5.4 Location Plot; 5.5 Choice of the Parameters; 5.5.1 Reference Point; 5.5.2 Radius Function versus Probability Content Function; 5.5.3 Choice of the Metric; 5.6 Examples of Shape Trees; 5.6.1 Uni- and Bimodality; 5.6.2 Multimodality of Level Sets; 5.7 Shapes of Densities; 5.8 2D Shape Transforms; 5.8.1 A 2D Volume Function; 5.8.2 A 2D Probability Content Function; 6 Tail Trees; 6.1 Tail Trees
6.1.1 Connected Sets and Single Linkage Clustering
Record Nr. UNINA-9910139790803321
Klemelä Jussi <1965->  
Hoboken, N.J., : John Wiley & Sons, c2009
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Smoothing of multivariate data [[electronic resource] ] : density estimation and visualization / / Jussi Klemelä
Smoothing of multivariate data [[electronic resource] ] : density estimation and visualization / / Jussi Klemelä
Autore Klemelä Jussi <1965->
Pubbl/distr/stampa Hoboken, N.J., : John Wiley & Sons, c2009
Descrizione fisica 1 online resource (641 p.)
Disciplina 519.5
Collana Wiley Series in Probability and Statistics
Soggetto topico Smoothing (Statistics)
Estimation theory
Analysis of variance
ISBN 1-283-91612-6
0-470-42567-9
0-470-42566-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Smoothing of Multivariate Data: Density Estimation and Visualization; CONTENTS; Preface; Introduction; 1.1 Smoothing; 1.2 Visualization; 1.3 Density Estimation; 1.4 Plan of the Book; 1.5 Web Page and the Code; 1.6 Bibliographic Notes; PART I VISUALIZATION; 1 Visualization of Data; 1.1 Scatter Plots, Projections, and Slices; 1.1.1 Scatter Plots; 1.1.2 Projections; 1.1.3 Dynamic Scatter Plots; 1.1.4 Slices; 1.1.5 Prosections; 1.1.6 Subsetting; 1.2 Univariate Data; 1.2.1 Line Plot, ID Scatter Plot, Index Plot, Time Series Plot; 1.2.2 Empirical Distribution Function and Tail Plot
1.2.3 PP-Plot and QQ-Plot1.2.4 Box Plot; 1.2.5 Kernel Estimates; 1.3 Parallel Level Plots; 1.3.1 Multivariate Time Series; 1.3.2 One-dimensional Curves; 1.3.3 Point Clouds; 1.4 Graphical Matrices; 1.4.1 Bar Matrix; 1.4.2 Index Plot Matrix; 1.5 Observations as Objects; 1.5.1 Parallel Coordinate Plots; 1.5.2 Multivariate Time Series; 1.5.3 Andrew's Curves; 1.5.4 Faces; 1.5.5 Other Possibilities; 1.6 Linking Across Dimensions; 1.7 Descriptive Statistics; 1.7.1 Location; 1.7.2 Dispersion; 1.7.3 Higher Order Moments; 1.8 Dimension Reduction of Data; 1.8.1 Principal Components
1.8.2 Projection Pursuit1.8.3 Self-organizing Maps; 1.8.4 Multidimensional Scaling; 2 Visualization of Functions; 2.1 Visualization of Low-dimensional Functions; 2.1.1 One-dimensional Functions; 2.1.2 Two-and Three-dimensional Functions; 2.1.3 Dimension Reduction of Functions; 2.2 Visualization of the Spread; 2.2.1 Density Type Visualizations; 2.2.2 Distribution Function Type Visualizations; 2.3 Bibliographie Notes; 2.3.1 Visualization of High-dimensional Functions; 2.3.2 Visualization of the Spread of Multivariate Densities; 3 Visualization of Trees; 3.1 Visualization of Spatial Trees
3.1.1 Spatial Tree3.1.2 Spatial Tree Plot; 3.1.3 Colors and Labels; 3.2 Visualization of Function Trees; 3.2.1 Function Tree; 3.2.2 Function Tree Plot; 3.3 Bibliographic Notes; 4 Level Set Trees; 4.1 Definition of a Level Set Tree; 4.2 Volume Transform; 4.2.1 Volume Transform and Volume Function; 4.2.2 A Limit Volume Function; 4.3 Barycenter Plot; 4.4 Interpretations; 4.4.1 Mode Isomorphism; 4.4.2 Skewness and Kurtosis; 4.5 Examples of Level Set Trees; 4.5.1 Three-dimensional Example; 4.5.2 Four-dimensional Example; 4.6 Bibliographic Notes; 4.6.1 Morse Theory; 4.6.2 Reeb Graphs; Exercises
5 Shape Trees5.1 Functions and Sets; 5.2 Definition of a Shape Tree; 5.3 Shape Transforms; 5.3.1 Radius Transform; 5.3.2 Tail Probability Transform; 5.3.3 Probability Content Transform; 5.4 Location Plot; 5.5 Choice of the Parameters; 5.5.1 Reference Point; 5.5.2 Radius Function versus Probability Content Function; 5.5.3 Choice of the Metric; 5.6 Examples of Shape Trees; 5.6.1 Uni- and Bimodality; 5.6.2 Multimodality of Level Sets; 5.7 Shapes of Densities; 5.8 2D Shape Transforms; 5.8.1 A 2D Volume Function; 5.8.2 A 2D Probability Content Function; 6 Tail Trees; 6.1 Tail Trees
6.1.1 Connected Sets and Single Linkage Clustering
Record Nr. UNINA-9910820206603321
Klemelä Jussi <1965->  
Hoboken, N.J., : John Wiley & Sons, c2009
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Statistical methods : the geometric approach / David J. Saville, Graham R. Wood
Statistical methods : the geometric approach / David J. Saville, Graham R. Wood
Autore Saville, David J.
Pubbl/distr/stampa New York : Springer-Verlag, c1991
Descrizione fisica xv, 560 p. : ill. ; 24 cm.
Disciplina 519.5
Altri autori (Persone) Wood, Graham R.
Collana Springer texts in statistics
Soggetto topico Analysis of variance
Geometry
Regression analysis
ISBN 0387975179
Classificazione AMS 62-01
QA279.S25
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISALENTO-991001373829707536
Saville, David J.  
New York : Springer-Verlag, c1991
Materiale a stampa
Lo trovi qui: Univ. del Salento
Opac: Controlla la disponibilità qui
Statistical methods for rates and proportions [[electronic resource]]
Statistical methods for rates and proportions [[electronic resource]]
Autore Fleiss Joseph L
Edizione [3rd ed.]
Pubbl/distr/stampa Hoboken, N.J., : J. Wiley, c2003
Descrizione fisica 1 online resource (798 p.)
Disciplina 519.5
519.538
Altri autori (Persone) LevinBruce A
PaikMyunghee Cho
Collana Wiley series in probability and statistics
Soggetto topico Analysis of variance
Sampling (Statistics)
Biometry
ISBN 1-118-62561-7
1-280-36624-9
9786610366248
0-470-30894-X
0-471-45861-9
0-471-44542-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Statistical Methods for Rates and Proportions THIRD EDITION; Contents; Preface; Preface to the Second Edition; Preface to the First Edition; 1. An Introduction to Applied Probability; 1.1. Notation and Definitions; 1.2. The Rule of Total Probability; 1.3. The Evaluation of a Screening Test; 1.4. Biases Resulting from the Study of Selected Samples; Problems; References; 2. Statistical Inference for a Single Proportion; 2.1. Exact Inference for a Single Proportion: Hypothesis Tests; 2.2. Exact Inference for a Single Proportion: Interval Estimation
2.2.1. Definition of an Exact Confidence Interval2.2.2. A Fundamental Property of Confidence Intervals; 2.3. Using the F Distribution; 2.4. Approximate Inference for a Single Proportion; 2.4.1. Hypothesis Tests; 2.4.2. Confidence Intervals; 2.5. Sample Size for a One-Sample Study; 2.5.1. Sample Size for Hypothesis Tests; 2.5.2. Sample Size for Confidence Intervals; 2.6.* Standard Errors by the Delta Method; 2.7.* Alternative Definitions of Two-Sided P-Values and Confidence Intervals; 2.7.1. The Point Probability Method; 2.7.2. The Tail Probability Method; 2.7.3. The Likelihood Ratio Method
2.7.4. Some Concluding RemarksProblems; References; 3. Assessing Significance in a Fourfold Table; 3.1. Methods for Generating a Fourfold Table; 3.2. ""Exact"" Analysis of a Fourfold Table; 3.3. Yates' Correction for Continuity; 3.4. One-Tailed versus Two-Tailed Tests; 3.5. A Simple Confidence Interval for the Difference between Two Independent Proportions; 3.6. An Alternative Critical Ratio Test; Problems; References; 4. Determining Sample Sizes Needed to Detect a Difference between Two Proportions; 4.1. Specifying a Difference Worth Detecting
4.2. The Mathematics of Sample Size Determination4.3. Using the Sample Size Tables; 4.4. Unequal Sample Sizes; 4.5. Some Additional Uses of the Tables; 4.6. Some Additional Comments; Problems; References; 5. How to Randomize; 5.1. Selecting a Simple Random Sample; 5.2. Randomization in a Clinical Trial; 5.3. Variations on Simple Randomization; References; 6. Comparative Studies: Cross-sectional, Naturalistic, or Multinomial Sampling; 6.1. Some Hypothetical Data; 6.2. Measures of Association Derived from X(2); 6.3. The Odds Ratio and Its Logarithm
6.4. Exact Inference for an Odds Ratio: Hypothesis Tests6.5. Exact Inference for an Odds Ratio: Confidence Intervals; 6.6. Approximate Inference for an Odds Ratio; 6.6.1. Hypothesis Tests; 6.6.2. Confidence Intervals; 6.6.3.* A Confidence Interval Method to Be Avoided; 6.7. Criticisms of the Odds Ratio; 6.8. Attributable Risk; 6.9.* Standard Errors for Measures of Association; Problems; References; 7. Comparative Studies: Prospective and Retrospective Sampling; 7.1. Prospective Studies; 7.2. Retrospective Studies; 7.3. Estimating Attributable Risk from Retrospective Studies
7.4. The Retrospective Approach versus the Prospective Approach
Record Nr. UNINA-9910146248303321
Fleiss Joseph L  
Hoboken, N.J., : J. Wiley, c2003
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Statistical methods for rates and proportions [[electronic resource]]
Statistical methods for rates and proportions [[electronic resource]]
Autore Fleiss Joseph L
Edizione [3rd ed.]
Pubbl/distr/stampa Hoboken, N.J., : J. Wiley, c2003
Descrizione fisica 1 online resource (798 p.)
Disciplina 519.5
519.538
Altri autori (Persone) LevinBruce A
PaikMyunghee Cho
Collana Wiley series in probability and statistics
Soggetto topico Analysis of variance
Sampling (Statistics)
Biometry
ISBN 1-118-62561-7
1-280-36624-9
9786610366248
0-470-30894-X
0-471-45861-9
0-471-44542-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Statistical Methods for Rates and Proportions THIRD EDITION; Contents; Preface; Preface to the Second Edition; Preface to the First Edition; 1. An Introduction to Applied Probability; 1.1. Notation and Definitions; 1.2. The Rule of Total Probability; 1.3. The Evaluation of a Screening Test; 1.4. Biases Resulting from the Study of Selected Samples; Problems; References; 2. Statistical Inference for a Single Proportion; 2.1. Exact Inference for a Single Proportion: Hypothesis Tests; 2.2. Exact Inference for a Single Proportion: Interval Estimation
2.2.1. Definition of an Exact Confidence Interval2.2.2. A Fundamental Property of Confidence Intervals; 2.3. Using the F Distribution; 2.4. Approximate Inference for a Single Proportion; 2.4.1. Hypothesis Tests; 2.4.2. Confidence Intervals; 2.5. Sample Size for a One-Sample Study; 2.5.1. Sample Size for Hypothesis Tests; 2.5.2. Sample Size for Confidence Intervals; 2.6.* Standard Errors by the Delta Method; 2.7.* Alternative Definitions of Two-Sided P-Values and Confidence Intervals; 2.7.1. The Point Probability Method; 2.7.2. The Tail Probability Method; 2.7.3. The Likelihood Ratio Method
2.7.4. Some Concluding RemarksProblems; References; 3. Assessing Significance in a Fourfold Table; 3.1. Methods for Generating a Fourfold Table; 3.2. ""Exact"" Analysis of a Fourfold Table; 3.3. Yates' Correction for Continuity; 3.4. One-Tailed versus Two-Tailed Tests; 3.5. A Simple Confidence Interval for the Difference between Two Independent Proportions; 3.6. An Alternative Critical Ratio Test; Problems; References; 4. Determining Sample Sizes Needed to Detect a Difference between Two Proportions; 4.1. Specifying a Difference Worth Detecting
4.2. The Mathematics of Sample Size Determination4.3. Using the Sample Size Tables; 4.4. Unequal Sample Sizes; 4.5. Some Additional Uses of the Tables; 4.6. Some Additional Comments; Problems; References; 5. How to Randomize; 5.1. Selecting a Simple Random Sample; 5.2. Randomization in a Clinical Trial; 5.3. Variations on Simple Randomization; References; 6. Comparative Studies: Cross-sectional, Naturalistic, or Multinomial Sampling; 6.1. Some Hypothetical Data; 6.2. Measures of Association Derived from X(2); 6.3. The Odds Ratio and Its Logarithm
6.4. Exact Inference for an Odds Ratio: Hypothesis Tests6.5. Exact Inference for an Odds Ratio: Confidence Intervals; 6.6. Approximate Inference for an Odds Ratio; 6.6.1. Hypothesis Tests; 6.6.2. Confidence Intervals; 6.6.3.* A Confidence Interval Method to Be Avoided; 6.7. Criticisms of the Odds Ratio; 6.8. Attributable Risk; 6.9.* Standard Errors for Measures of Association; Problems; References; 7. Comparative Studies: Prospective and Retrospective Sampling; 7.1. Prospective Studies; 7.2. Retrospective Studies; 7.3. Estimating Attributable Risk from Retrospective Studies
7.4. The Retrospective Approach versus the Prospective Approach
Record Nr. UNINA-9910677156703321
Fleiss Joseph L  
Hoboken, N.J., : J. Wiley, c2003
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Statistical methods for rates and proportions / Joseph L. Fleiss
Statistical methods for rates and proportions / Joseph L. Fleiss
Autore Fleiss, Joseph L.
Edizione [2d ed]
Descrizione fisica xviii, 321 p. ; 24 cm
Disciplina 519.5352
Collana Wiley series in probability and mathematical statistics. Applied Probability and Statistics, 0271-6353
Soggetto topico Analysis of variance
Biometry
Sampling
Statistics
ISBN 0471064289
Classificazione AMS 62-01
AMS 62-XX
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISALENTO-991001373759707536
Fleiss, Joseph L.  
Materiale a stampa
Lo trovi qui: Univ. del Salento
Opac: Controlla la disponibilità qui
Statistical theory of the analysis of experimental designs / J. Ogawa
Statistical theory of the analysis of experimental designs / J. Ogawa
Autore Ogawa, Junjiro
Pubbl/distr/stampa New York : Marcel Dekker, 1974
Descrizione fisica vi, 465 p. ; 24 cm.
Disciplina 519.5
Collana Statistics, textbooks and monographs ; 8
Soggetto topico Analysis of variance
Experimental design
ISBN 0824761162
Classificazione AMS 62K
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISALENTO-991001374639707536
Ogawa, Junjiro  
New York : Marcel Dekker, 1974
Materiale a stampa
Lo trovi qui: Univ. del Salento
Opac: Controlla la disponibilità qui
Statistics for experimenters : an introduction to design, data analysis, and model building / G. Box, W. Hunter, J.S. Hunter
Statistics for experimenters : an introduction to design, data analysis, and model building / G. Box, W. Hunter, J.S. Hunter
Autore Box, George E. P.
Pubbl/distr/stampa New York : John Wiley & Sons, 1978
Descrizione fisica xviii, 653 p. : ill. ; 24 cm.
Altri autori (Persone) Hunter, J.
Hunter, W.
Soggetto topico Analysis of variance
Experimental design
Classificazione 001.4'24
510.62
QA279
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISALENTO-991001265089707536
Box, George E. P.  
New York : John Wiley & Sons, 1978
Materiale a stampa
Lo trovi qui: Univ. del Salento
Opac: Controlla la disponibilità qui
Statistics in language research [[electronic resource] ] : analysis of variance / / by Toni Rietveld and Roeland van Hout
Statistics in language research [[electronic resource] ] : analysis of variance / / by Toni Rietveld and Roeland van Hout
Autore Rietveld Toni <1949->
Edizione [Reprint 2010]
Pubbl/distr/stampa Berlin ; ; New York, : Mouton de Gruyter, c2005
Descrizione fisica 1 online resource (276 p.)
Disciplina 410/.2/1
Altri autori (Persone) HoutRoeland van
Soggetto topico Linguistics - Statistical methods
Analysis of variance
Soggetto genere / forma Electronic books.
ISBN 3-11-087780-5
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Front matter -- 1. Language research and statistics -- 2. Basic statistical procedures: one sample -- 3. Basic statistical procedures: two samples -- 4. Principles of analysis of variance -- 5. Multifactorial designs -- 6. Additional tests and indices in analysis of variance -- 7. Violations of assumptions in factorial designs and unbalanced designs -- 8. Repeated measures designs -- 9. Alternative estimation procedures and missing data -- 10. Alternatives to analysis of variance -- References -- Appendices -- Index
Record Nr. UNINA-9910462610303321
Rietveld Toni <1949->  
Berlin ; ; New York, : Mouton de Gruyter, c2005
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Statistics in language research [[electronic resource] ] : analysis of variance / / by Toni Rietveld and Roeland van Hout
Statistics in language research [[electronic resource] ] : analysis of variance / / by Toni Rietveld and Roeland van Hout
Autore Rietveld Toni <1949->
Edizione [Reprint 2010]
Pubbl/distr/stampa Berlin ; ; New York, : Mouton de Gruyter, c2005
Descrizione fisica 1 online resource (276 p.)
Disciplina 410/.2/1
Altri autori (Persone) HoutRoeland van
Soggetto topico Linguistics - Statistical methods
Analysis of variance
Soggetto non controllato Statistics, applied statictics, computational linguistics, psycholinguistics
ISBN 3-11-087780-5
Classificazione ER 760
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Front matter -- 1. Language research and statistics -- 2. Basic statistical procedures: one sample -- 3. Basic statistical procedures: two samples -- 4. Principles of analysis of variance -- 5. Multifactorial designs -- 6. Additional tests and indices in analysis of variance -- 7. Violations of assumptions in factorial designs and unbalanced designs -- 8. Repeated measures designs -- 9. Alternative estimation procedures and missing data -- 10. Alternatives to analysis of variance -- References -- Appendices -- Index
Record Nr. UNINA-9910786999903321
Rietveld Toni <1949->  
Berlin ; ; New York, : Mouton de Gruyter, c2005
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui