Singular Spectrum Analysis
Singular Spectrum Analysis This book provides a broad introduction to computational aspects of Singular Spectrum Analysis (SSA) which is a non-parametric technique and requires no prior assumptions…
Specifikacia Singular Spectrum Analysis
Singular Spectrum Analysis
This book provides a broad introduction to computational aspects of Singular Spectrum Analysis (SSA) which is a non-parametric technique and requires no prior assumptions such as stationarity, normality or linearity of the series. Further, it provides the user with step- by- step coding and guidance for the practical application of the SSA technique to analyze their time series databases using R. This book is unique as it not only details the theoretical aspects underlying SSA, but also provides a comprehensive guide enabling the user to apply the theory in practice using the R software.
The next chapters discuss the applications of SSA to change point detection, missing-data imputation, smoothing and filtering. The first two chapters present basic notions of univariate and multivariate SSA and their implementations in R environment. This book is appropriate for researchers, upper level
Singular Spectrum Analysis
Vibration Spectrum Analysis
Singular Intimacies
First Person Singular
Erste Person Singular
First Person Singular
PRIM Wood Singular I
PRIM Wood Singular II
PRIM Wood Singular III
PRIMERA PERSONA DEL SINGULAR