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Unlike existing monographs, this_book_is written at a technical level that_ensures that the material is accessible to a broad audience of researchers and graduate students in the health and medical sciences, as well as pharmaceutical studies._The methods are presented in the setting of numerous applications to real data_drawn from studies in the health sciences._ This book_provides a rigorous and comprehensive description of modern methods for analyzing repeated measures and longitudinal data. In addition, the book_includes a description of modern methods of regression analysis for correlated data. The latter_includes regression models for multilevel and cluster correlated data and methods for analyzing multiple measures of an outcome arising from different sources (e.g. outcome data that are simultaneously obtained from multiple raters or via different/parallel instruments or methods).

Mathematical statistics --- Longitudinal method. --- Regression analysis. --- Multivariate analysis. --- Medical statistics. --- Methoden en technieken --- statistiek --- statistiek. --- Wiskundige statistiek

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Mathematical statistics --- Time-series analysis --- Série chronologique --- AA / International- internationaal --- 303.0 --- 304.0 --- forecasting --- tijdreeksanalyse --- multivariaat --- wiskundige statistiek --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken). --- Zuivere statistische analyse (algemene naslagwerken). Tijdreeksen. --- 519.55 --- Analysis of time series --- Autocorrelation (Statistics) --- Harmonic analysis --- Probabilities --- Série chronologique --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken) --- Zuivere statistische analyse (algemene naslagwerken). Tijdreeksen

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Statistics --- #PBIB:2004.3 --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Mathematical statistics --- statistiek --- statistisch onderzoek --- kwantitatieve methoden --- regressie-analyse --- wiskundige statistiek

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Artificial intelligence. Robotics. Simulation. Graphics --- Information systems --- Mathematical statistics --- Data mining --- Computer algorithms --- Knowledge acquisition (Expert systems) --- Statistical methods --- dataverwerking --- econometrie --- wiskundige statistiek --- Statistical data mining --- Data mining - Statistical methods --- Computer algorithms - Congresses --- Knowledge acquisition (Expert systems) - Congresses --- Acqui 2006

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Random walks (Mathematics) --- Markov processes --- Martingales (Mathematics) --- Simulation methods --- Stochastic processes --- Probabilities --- Promenades aléatoires (Mathématiques) --- Markov, Processus de --- Martingales (Mathématiques) --- Simulation, Méthodes de --- Processus stochastiques --- Probabilités --- AA / International- internationaal --- 303.3 --- Waarschijnlijkheid. Probabiliteit. Nauwkeurigheid. Residuals: measurement and specification (wiskundige statistiek). --- Méthodes de simulation --- Promenades aléatoires (Mathématiques) --- Martingales (Mathématiques) --- Méthodes de simulation --- Probabilités --- Waarschijnlijkheid. Probabiliteit. Nauwkeurigheid. Residuals: measurement and specification (wiskundige statistiek)