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Mathematical statistics --- Quantitative methods (economics) --- Economic forecasting --- Business forecasting --- Time-series analysis --- Prévision économique --- Prévision commerciale --- Série chronologique --- Mathematical models --- Modèles mathématiques --- Prévision économique --- Prévision commerciale --- Série chronologique --- Modèles mathématiques

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Time-series analysis --- Nonlinear theories --- Time-series analysis. --- Nonlinear theories. --- Mathematical statistics --- Prediction theory. --- Prévision, Théorie de la. --- Séries chronologiques --- Théories non linéaires --- Spectrum analysis --- Spectroscopie

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This monograph provides a careful review of the major statistical techniques used to analyze regression data with nonconstant variability and skewness. The authors have developed statistical techniques--such as formal fitting methods and less formal graphical techniques-- that can be applied to many problems across a range of disciplines, including pharmacokinetics, econometrics, biochemical assays, and fisheries research.While the main focus of the book in on data transformation and weighting, it also draws upon ideas from diverse fields such as influence diagnostics, robustness, bootstrapping, nonparametric data smoothing, quasi-likelihood methods, errors-in-variables, and random coefficients. The authors discuss the computation of estimates and give numerous examples using real data. The book also includes an extensive treatment of estimating variance functions in regression.

Mathematical statistics --- Regression Analysis --- Analysis of variance --- Estimation theory --- Méthode statistique --- Statistical methods --- Technique de prévision --- Forecasting --- Regression analysis --- #SBIB:303H520 --- #SBIB:034.AANKOOP --- Estimating techniques --- Least squares --- Stochastic processes --- ANOVA (Analysis of variance) --- Variance analysis --- Experimental design --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Analysis of variance. --- Estimation theory. --- Regression analysis. --- Heteroscedasticity --- Calibration --- Robustesse