Making sense of complexity [[electronic resource] ] : summary of the workshop on dynamical modeling of complex biomedical systems / / George Casella ... [et al.]
| Making sense of complexity [[electronic resource] ] : summary of the workshop on dynamical modeling of complex biomedical systems / / George Casella ... [et al.] |
| Pubbl/distr/stampa | Washington, D.C., : National Academy Press, c2002 |
| Descrizione fisica | 1 online resource (47 p.) |
| Disciplina | 610.1/5118 |
| Altri autori (Persone) | CasellaGeorge |
| Collana | Compass series |
| Soggetto topico |
Medicine - Mathematical models
Biology - Mathematical models Biomathematics |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-18379-9
9786610183791 0-309-50191-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910456031403321 |
| Washington, D.C., : National Academy Press, c2002 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Making sense of complexity [[electronic resource] ] : summary of the workshop on dynamical modeling of complex biomedical systems / / George Casella ... [et al.]
| Making sense of complexity [[electronic resource] ] : summary of the workshop on dynamical modeling of complex biomedical systems / / George Casella ... [et al.] |
| Pubbl/distr/stampa | Washington, D.C., : National Academy Press, c2002 |
| Descrizione fisica | 1 online resource (47 p.) |
| Disciplina | 610.1/5118 |
| Altri autori (Persone) | CasellaGeorge |
| Collana | Compass series |
| Soggetto topico |
Medicine - Mathematical models
Biology - Mathematical models Biomathematics |
| ISBN |
0-309-16961-5
1-280-18379-9 9786610183791 0-309-50191-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910780130703321 |
| Washington, D.C., : National Academy Press, c2002 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Making sense of complexity : summary of the workshop on dynamical modeling of complex biomedical systems / / George Casella ... [et al.]
| Making sense of complexity : summary of the workshop on dynamical modeling of complex biomedical systems / / George Casella ... [et al.] |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Washington, D.C., : National Academy Press, c2002 |
| Descrizione fisica | 1 online resource (47 p.) |
| Disciplina | 610.1/5118 |
| Altri autori (Persone) | CasellaGeorge |
| Collana | Compass series |
| Soggetto topico |
Medicine - Mathematical models
Biology - Mathematical models Biomathematics |
| ISBN |
9786610183791
9780309169615 0309169615 9781280183799 1280183799 9780309501910 0309501911 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front Matter -- Preface -- Contents -- 1 Introduction -- 2 Modeling Processes Within the Cell -- 3 Probabilistic Models That Represent Biological Observations -- 4 Modeling with Compartments -- 5 From the Compartment to the Fluid -- 6 Gene Transfer As a Biomedical Tool -- 7 The Data Flood: Analysis of Massive and Complex Genomic Data Sets -- 8 Summary -- References -- Appendix Workshop Program and Attendees. |
| Record Nr. | UNINA-9911097315403321 |
| Washington, D.C., : National Academy Press, c2002 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Making sense of complexity : summary of the workshop on dynamical modeling of complex biomedical systems / / George Casella ... [et al.]
| Making sense of complexity : summary of the workshop on dynamical modeling of complex biomedical systems / / George Casella ... [et al.] |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Washington, D.C., : National Academy Press, c2002 |
| Descrizione fisica | 1 online resource (47 p.) |
| Disciplina | 610.1/5118 |
| Altri autori (Persone) | CasellaGeorge |
| Collana | Compass series |
| Soggetto topico |
Medicine - Mathematical models
Biology - Mathematical models Biomathematics |
| ISBN |
9786610183791
9780309169615 0309169615 9781280183799 1280183799 9780309501910 0309501911 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front Matter -- Preface -- Contents -- 1 Introduction -- 2 Modeling Processes Within the Cell -- 3 Probabilistic Models That Represent Biological Observations -- 4 Modeling with Compartments -- 5 From the Compartment to the Fluid -- 6 Gene Transfer As a Biomedical Tool -- 7 The Data Flood: Analysis of Massive and Complex Genomic Data Sets -- 8 Summary -- References -- Appendix Workshop Program and Attendees. |
| Record Nr. | UNINA-9911148598103321 |
| Washington, D.C., : National Academy Press, c2002 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Monte Carlo Statistical Methods [[electronic resource] /] / by Christian Robert, George Casella
| Monte Carlo Statistical Methods [[electronic resource] /] / by Christian Robert, George Casella |
| Autore | Robert Christian |
| Edizione | [1st ed. 1999.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 1999 |
| Descrizione fisica | 1 online resource (XXI, 509 p.) |
| Disciplina | 519.5 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Statistical Theory and Methods |
| ISBN | 1-4757-3071-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Introduction -- 2 Random Variable Generation -- 3 Monte Carlo Integration -- 4 Markov Chains -- 5 Monte Carlo Optimization -- 6 The Metropolis-Hastings Algorithm -- 7 The Gibbs Sampler -- 8 Diagnosing Convergence -- 9 Implementation in Missing Data Models -- A Probability Distributions -- B Notation -- B.1 Mathematical -- B.2 Probability -- B.3 Distributions -- B.4 Markov Chains -- B.5 Statistics -- B.6 Algorithms -- C References -- Author Index. |
| Record Nr. | UNINA-9910480288503321 |
Robert Christian
|
||
| New York, NY : , : Springer New York : , : Imprint : Springer, , 1999 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Monte Carlo Statistical Methods [[electronic resource] /] / by Christian Robert, George Casella
| Monte Carlo Statistical Methods [[electronic resource] /] / by Christian Robert, George Casella |
| Autore | Robert Christian |
| Edizione | [1st ed. 1999.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 1999 |
| Descrizione fisica | 1 online resource (XXI, 509 p.) |
| Disciplina | 519.5 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Statistical Theory and Methods |
| ISBN | 1-4757-3071-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Introduction -- 2 Random Variable Generation -- 3 Monte Carlo Integration -- 4 Markov Chains -- 5 Monte Carlo Optimization -- 6 The Metropolis-Hastings Algorithm -- 7 The Gibbs Sampler -- 8 Diagnosing Convergence -- 9 Implementation in Missing Data Models -- A Probability Distributions -- B Notation -- B.1 Mathematical -- B.2 Probability -- B.3 Distributions -- B.4 Markov Chains -- B.5 Statistics -- B.6 Algorithms -- C References -- Author Index. |
| Record Nr. | UNINA-9910792490503321 |
Robert Christian
|
||
| New York, NY : , : Springer New York : , : Imprint : Springer, , 1999 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Monte Carlo Statistical Methods / / by Christian Robert, George Casella
| Monte Carlo Statistical Methods / / by Christian Robert, George Casella |
| Autore | Robert Christian |
| Edizione | [1st ed. 1999.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 1999 |
| Descrizione fisica | 1 online resource (XXI, 509 p.) |
| Disciplina | 519.5 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Statistical Theory and Methods |
| ISBN | 1-4757-3071-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Introduction -- 2 Random Variable Generation -- 3 Monte Carlo Integration -- 4 Markov Chains -- 5 Monte Carlo Optimization -- 6 The Metropolis-Hastings Algorithm -- 7 The Gibbs Sampler -- 8 Diagnosing Convergence -- 9 Implementation in Missing Data Models -- A Probability Distributions -- B Notation -- B.1 Mathematical -- B.2 Probability -- B.3 Distributions -- B.4 Markov Chains -- B.5 Statistics -- B.6 Algorithms -- C References -- Author Index. |
| Record Nr. | UNINA-9911105274203321 |
Robert Christian
|
||
| New York, NY : , : Springer New York : , : Imprint : Springer, , 1999 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Monte Carlo Statistical Methods / / by Christian Robert, George Casella
| Monte Carlo Statistical Methods / / by Christian Robert, George Casella |
| Autore | Robert Christian |
| Edizione | [1st ed. 1999.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 1999 |
| Descrizione fisica | 1 online resource (XXI, 509 p.) |
| Disciplina | 519.5 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Statistical Theory and Methods |
| ISBN | 1-4757-3071-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Introduction -- 2 Random Variable Generation -- 3 Monte Carlo Integration -- 4 Markov Chains -- 5 Monte Carlo Optimization -- 6 The Metropolis-Hastings Algorithm -- 7 The Gibbs Sampler -- 8 Diagnosing Convergence -- 9 Implementation in Missing Data Models -- A Probability Distributions -- B Notation -- B.1 Mathematical -- B.2 Probability -- B.3 Distributions -- B.4 Markov Chains -- B.5 Statistics -- B.6 Algorithms -- C References -- Author Index. |
| Record Nr. | UNINA-9911137303103321 |
Robert Christian
|
||
| New York, NY : , : Springer New York : , : Imprint : Springer, , 1999 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Variance components [[electronic resource] /] / Shayle R. Searle, George Casella, Charles E. McCulloch
| Variance components [[electronic resource] /] / Shayle R. Searle, George Casella, Charles E. McCulloch |
| Autore | Searle S. R (Shayle R.), <1928-> |
| Pubbl/distr/stampa | New York, : Wiley, c1992 |
| Descrizione fisica | 1 online resource (537 p.) |
| Disciplina |
519.5
519.538 |
| Altri autori (Persone) |
CasellaGeorge
McCullochCharles E |
| Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| Soggetto topico |
Analysis of variance
Mathematical statistics |
| ISBN |
1-282-30740-1
9786612307409 0-470-31685-3 0-470-31769-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Variance Components; CONTENTS; 1. Introduction; 1.1. Factors, levels, cells and effects; 1.2. Balanced and unbalanced data; a. Balanced data; b. Special cases of unbalanced data; -i. Planned unbalancedness; -ii. Estimating missing observations; c. Unbalanced data; 1.3. Fixed effects and random effects; a. Fixed effects models; Example 1 (Tomato varieties); Example 2 (Medications); Example 3 (Soils and, fertilizers); b. Random eflecrs models; Example 4 (Clinics); Example 5 (Dairy bulls); Example 6 (Ball bearings and calipers); c. Mixed models; Example 7 (Medications and clinics)
Example 8 ( Varieties and gardens)1.4. Fixed or random?; Example 9 (Mice and technicians); 1.5. Finite populations; 1.6. Summary; a. Characteristics of the fixed effects model and the random eflects model for the I-way classification; b. Examples; c. Fixed or random; 2. History and Comment; 2.1. Analysis of variance; 2.2. Early years: 1861-1949; a. Sources; b. Pre-1900; C. 1900-1939; -i. R. A. Fisher; -ii. L. C. Tippett; -iii. The late 1930s; -iv. Unbalanced data; d. The 1940s; 2.3. Great strides: 1950-1969; a. The Henderson methods; b. ANOVA estimation, in general; -i. Negative estimates -ii. Unhiasedness-iii. Best unbiasedness; -iv. Minimal sujicient statistics; -v. Lack of uniqueness; 2.4 Into the 1970s and beyond; a. Maximum likelihood (M L); b. Restricted maximum likelihood (REML); c. Minimum norm estimation; d. The dispersion-mean model; e. Bayes estimation; f: The recent decade; 3. The I-Way Classification; 3.1. The model; a. The model equation; b. First moments; c. Second moments; 3.2. Matrix formulation of the model; a. Example 1; b. The general case; c. Dispersion matrices; -i. The traditional random model; -ii. Other alternatives; d. Unbalanced data; -i. Example 2 -ii. The general case-iii. Dispersion matrix; 3.3 Estimating the mean; 3.4 Predicting random effects; 3.5 ANOVA estimation-balanced data; a. Expected sums of squares; -i. A direct derivation; -ii. Using the matrix formulation; b. ANOVA estimators; c. Negative estimates; d. Normality assumptions; -i. X2-distributions of sums of squares; -ii. Independence of sums of squares; -iii. Sampling variances of estimators; -iv. An F-statistic to test H:σ 2/a =0; -v. Confidence intervals; -vi. Probability of a negative estimate; -vii. Distribution of estimators; 3.6 ANOVA estimation-unbalanced data a. Expected sums of squares-i. A direct derivation; -ii. Using the matrix formulation; b. ANOVA estimators; c. Negative estimates; d. Normality assumptions; -i. X2-distributions of sums oj squares; -ii. Independence of sums of squares; -iii. Sampling variances of estimators; -iv. The eflect of unhalancedness on sampling variances; -v. F-statistics; -vi. Confidence intervals; 3.7. Maximum likelihood estimation; a. Balanced data; -i. Likelihood; -ii. M L equations and their solutions; -iii. ML estimators; -iv. Expected values and bias; -v. Sampling variances; b. Unbalanced data; -i. Likelihood -ii. ML equations and their solutions |
| Record Nr. | UNINA-9910144695603321 |
Searle S. R (Shayle R.), <1928->
|
||
| New York, : Wiley, c1992 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Variance components [[electronic resource] /] / Shayle R. Searle, George Casella, Charles E. McCulloch
| Variance components [[electronic resource] /] / Shayle R. Searle, George Casella, Charles E. McCulloch |
| Autore | Searle S. R (Shayle R.), <1928-> |
| Pubbl/distr/stampa | New York, : Wiley, c1992 |
| Descrizione fisica | 1 online resource (537 p.) |
| Disciplina |
519.5
519.538 |
| Altri autori (Persone) |
CasellaGeorge
McCullochCharles E |
| Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| Soggetto topico |
Analysis of variance
Mathematical statistics |
| ISBN |
1-282-30740-1
9786612307409 0-470-31685-3 0-470-31769-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Variance Components; CONTENTS; 1. Introduction; 1.1. Factors, levels, cells and effects; 1.2. Balanced and unbalanced data; a. Balanced data; b. Special cases of unbalanced data; -i. Planned unbalancedness; -ii. Estimating missing observations; c. Unbalanced data; 1.3. Fixed effects and random effects; a. Fixed effects models; Example 1 (Tomato varieties); Example 2 (Medications); Example 3 (Soils and, fertilizers); b. Random eflecrs models; Example 4 (Clinics); Example 5 (Dairy bulls); Example 6 (Ball bearings and calipers); c. Mixed models; Example 7 (Medications and clinics)
Example 8 ( Varieties and gardens)1.4. Fixed or random?; Example 9 (Mice and technicians); 1.5. Finite populations; 1.6. Summary; a. Characteristics of the fixed effects model and the random eflects model for the I-way classification; b. Examples; c. Fixed or random; 2. History and Comment; 2.1. Analysis of variance; 2.2. Early years: 1861-1949; a. Sources; b. Pre-1900; C. 1900-1939; -i. R. A. Fisher; -ii. L. C. Tippett; -iii. The late 1930s; -iv. Unbalanced data; d. The 1940s; 2.3. Great strides: 1950-1969; a. The Henderson methods; b. ANOVA estimation, in general; -i. Negative estimates -ii. Unhiasedness-iii. Best unbiasedness; -iv. Minimal sujicient statistics; -v. Lack of uniqueness; 2.4 Into the 1970s and beyond; a. Maximum likelihood (M L); b. Restricted maximum likelihood (REML); c. Minimum norm estimation; d. The dispersion-mean model; e. Bayes estimation; f: The recent decade; 3. The I-Way Classification; 3.1. The model; a. The model equation; b. First moments; c. Second moments; 3.2. Matrix formulation of the model; a. Example 1; b. The general case; c. Dispersion matrices; -i. The traditional random model; -ii. Other alternatives; d. Unbalanced data; -i. Example 2 -ii. The general case-iii. Dispersion matrix; 3.3 Estimating the mean; 3.4 Predicting random effects; 3.5 ANOVA estimation-balanced data; a. Expected sums of squares; -i. A direct derivation; -ii. Using the matrix formulation; b. ANOVA estimators; c. Negative estimates; d. Normality assumptions; -i. X2-distributions of sums of squares; -ii. Independence of sums of squares; -iii. Sampling variances of estimators; -iv. An F-statistic to test H:σ 2/a =0; -v. Confidence intervals; -vi. Probability of a negative estimate; -vii. Distribution of estimators; 3.6 ANOVA estimation-unbalanced data a. Expected sums of squares-i. A direct derivation; -ii. Using the matrix formulation; b. ANOVA estimators; c. Negative estimates; d. Normality assumptions; -i. X2-distributions of sums oj squares; -ii. Independence of sums of squares; -iii. Sampling variances of estimators; -iv. The eflect of unhalancedness on sampling variances; -v. F-statistics; -vi. Confidence intervals; 3.7. Maximum likelihood estimation; a. Balanced data; -i. Likelihood; -ii. M L equations and their solutions; -iii. ML estimators; -iv. Expected values and bias; -v. Sampling variances; b. Unbalanced data; -i. Likelihood -ii. ML equations and their solutions |
| Record Nr. | UNINA-9910830159603321 |
Searle S. R (Shayle R.), <1928->
|
||
| New York, : Wiley, c1992 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||