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Time series analysis in meteorology and climatology [[electronic resource] ] : an introduction / / Claude Duchon and Robert Hale
| Time series analysis in meteorology and climatology [[electronic resource] ] : an introduction / / Claude Duchon and Robert Hale |
| Autore | Duchon Claude E |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, 2012 |
| Descrizione fisica | 1 online resource (264 p.) |
| Disciplina |
551.501/51955
551.50151955 |
| Altri autori (Persone) | HaleRobert <1940-> |
| Collana | Advancing weather and climate science |
| Soggetto topico |
Meteorology - Statistical methods
Time-series analysis |
| ISBN |
1-280-59102-1
9786613620859 1-119-95310-3 1-119-95309-X |
| Classificazione | SCI042000 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Time Series Analysis in Meteorology and Climatology: An Introduction; Contents; Series foreword; Preface; 1. Fourier analysis; 1.1 Overview and terminology; 1.2 Analysis and synthesis; 1.3 Example data sets; 1.4 Statistical properties of the periodogram; 1.5 Further important topics in Fourier analysis; Appendix 1.A Subroutine foranx; Appendix 1.B Sum of complex exponentials; Appendix 1.C Distribution of harmonic variances; Appendix 1.D Derivation of Equation 1.42; Problems; References; 2. Linear systems; 2.1 Input-output relationships; 2.2 Evaluation of the convolution integral
2.3 Fourier transforms for analog data2.4 The delta function; 2.5 Special input functions; 2.6 The frequency response function; 2.7 Fourier transform of the convolution integral; 2.8 Linear systems in series; 2.9 Ideal interpolation formula; Problems; References; 3. Filtering data; 3.1 Recursive and nonrecursive filtering; 3.2 Commonly used digital nonrecursive filters; 3.3 Filter design; 3.4 Lanczos filtering; Appendix 3.A Convolution of two running mean filters; Appendix 3.B Derivation of Equation 3.20; Appendix 3.C Subroutine sigma; Problems; References; 4. Autocorrelation 4.1 Definition and properties4.2 Formulas for the acvf and acf; 4.3 The acvf and acf for stationary digital processes; 4.4 The acvf and acf for selected processes; 4.5 Statistical formulas; 4.6 Confidence limits for the population mean; 4.7 Variance of the acvf and acf estimators; Appendix 4.A Generating a normal random variable; Problems; References; 5. Lagged-product spectrum analysis; 5.1 The variance density spectrum; 5.2 Relationship between the variance density spectrum and the acvf; 5.3 Spectra of random processes; 5.4 Spectra of selected processes; 5.5 Smoothing the spectrum Appendix 5.A Proof of Equation 5.11Appendix 5.B Proof of Equation 5.12; Problems; References; Index |
| Record Nr. | UNINA-9910141326503321 |
Duchon Claude E
|
||
| Hoboken, N.J., : Wiley, 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Time series analysis in meteorology and climatology [[electronic resource] ] : an introduction / / Claude Duchon and Robert Hale
| Time series analysis in meteorology and climatology [[electronic resource] ] : an introduction / / Claude Duchon and Robert Hale |
| Autore | Duchon Claude E |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, 2012 |
| Descrizione fisica | 1 online resource (264 p.) |
| Disciplina |
551.501/51955
551.50151955 |
| Altri autori (Persone) | HaleRobert <1940-> |
| Collana | Advancing weather and climate science |
| Soggetto topico |
Meteorology - Statistical methods
Time-series analysis |
| ISBN |
1-280-59102-1
9786613620859 1-119-95310-3 1-119-95309-X |
| Classificazione | SCI042000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Time Series Analysis in Meteorology and Climatology: An Introduction; Contents; Series foreword; Preface; 1. Fourier analysis; 1.1 Overview and terminology; 1.2 Analysis and synthesis; 1.3 Example data sets; 1.4 Statistical properties of the periodogram; 1.5 Further important topics in Fourier analysis; Appendix 1.A Subroutine foranx; Appendix 1.B Sum of complex exponentials; Appendix 1.C Distribution of harmonic variances; Appendix 1.D Derivation of Equation 1.42; Problems; References; 2. Linear systems; 2.1 Input-output relationships; 2.2 Evaluation of the convolution integral
2.3 Fourier transforms for analog data2.4 The delta function; 2.5 Special input functions; 2.6 The frequency response function; 2.7 Fourier transform of the convolution integral; 2.8 Linear systems in series; 2.9 Ideal interpolation formula; Problems; References; 3. Filtering data; 3.1 Recursive and nonrecursive filtering; 3.2 Commonly used digital nonrecursive filters; 3.3 Filter design; 3.4 Lanczos filtering; Appendix 3.A Convolution of two running mean filters; Appendix 3.B Derivation of Equation 3.20; Appendix 3.C Subroutine sigma; Problems; References; 4. Autocorrelation 4.1 Definition and properties4.2 Formulas for the acvf and acf; 4.3 The acvf and acf for stationary digital processes; 4.4 The acvf and acf for selected processes; 4.5 Statistical formulas; 4.6 Confidence limits for the population mean; 4.7 Variance of the acvf and acf estimators; Appendix 4.A Generating a normal random variable; Problems; References; 5. Lagged-product spectrum analysis; 5.1 The variance density spectrum; 5.2 Relationship between the variance density spectrum and the acvf; 5.3 Spectra of random processes; 5.4 Spectra of selected processes; 5.5 Smoothing the spectrum Appendix 5.A Proof of Equation 5.11Appendix 5.B Proof of Equation 5.12; Problems; References; Index |
| Record Nr. | UNINA-9910830964903321 |
|
Duchon Claude E
|
||
| Hoboken, N.J., : Wiley, 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Time series analysis in meteorology and climatology : an introduction / / Claude Duchon and Robert Hale
| Time series analysis in meteorology and climatology : an introduction / / Claude Duchon and Robert Hale |
| Autore | Duchon Claude E |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, 2012 |
| Descrizione fisica | 1 online resource (264 p.) |
| Disciplina | 551.501/51955 |
| Altri autori (Persone) | HaleRobert <1940-> |
| Collana | Advancing weather and climate science |
| Soggetto topico |
Meteorology - Statistical methods
Time-series analysis |
| ISBN |
1-280-59102-1
9786613620859 1-119-95310-3 1-119-95309-X |
| Classificazione | SCI042000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Time Series Analysis in Meteorology and Climatology: An Introduction; Contents; Series foreword; Preface; 1. Fourier analysis; 1.1 Overview and terminology; 1.2 Analysis and synthesis; 1.3 Example data sets; 1.4 Statistical properties of the periodogram; 1.5 Further important topics in Fourier analysis; Appendix 1.A Subroutine foranx; Appendix 1.B Sum of complex exponentials; Appendix 1.C Distribution of harmonic variances; Appendix 1.D Derivation of Equation 1.42; Problems; References; 2. Linear systems; 2.1 Input-output relationships; 2.2 Evaluation of the convolution integral
2.3 Fourier transforms for analog data2.4 The delta function; 2.5 Special input functions; 2.6 The frequency response function; 2.7 Fourier transform of the convolution integral; 2.8 Linear systems in series; 2.9 Ideal interpolation formula; Problems; References; 3. Filtering data; 3.1 Recursive and nonrecursive filtering; 3.2 Commonly used digital nonrecursive filters; 3.3 Filter design; 3.4 Lanczos filtering; Appendix 3.A Convolution of two running mean filters; Appendix 3.B Derivation of Equation 3.20; Appendix 3.C Subroutine sigma; Problems; References; 4. Autocorrelation 4.1 Definition and properties4.2 Formulas for the acvf and acf; 4.3 The acvf and acf for stationary digital processes; 4.4 The acvf and acf for selected processes; 4.5 Statistical formulas; 4.6 Confidence limits for the population mean; 4.7 Variance of the acvf and acf estimators; Appendix 4.A Generating a normal random variable; Problems; References; 5. Lagged-product spectrum analysis; 5.1 The variance density spectrum; 5.2 Relationship between the variance density spectrum and the acvf; 5.3 Spectra of random processes; 5.4 Spectra of selected processes; 5.5 Smoothing the spectrum Appendix 5.A Proof of Equation 5.11Appendix 5.B Proof of Equation 5.12; Problems; References; Index |
| Record Nr. | UNINA-9910877782103321 |
|
Duchon Claude E
|
||
| Hoboken, N.J., : Wiley, 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||