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Mathematical Statistics --- Mathematics --- Physical Sciences & Mathematics --- Regression analysis. --- Robust statistics. --- Statistics, Robust --- Distribution (Probability theory) --- Mathematical statistics --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling

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Das Buch vereinigt die zahlreichen Ansätze zur Erklärung einer Menge von Variablen mittels einer anderen Variablenmenge. Die Ansätze werden in ihren Grundstrukturen dargestellt. Die Beschränkung darauf ist notwendig, gibt es doch zu jeder der vorgestellten Methoden eigene Monographien. Auf diese Spezialliteratur wird für weitergehende Aspekte verwiesen. Die zahlreichen Beispiele werden mit der freien statistischen Programmierumgebung R durchgerechnet; dazu wird der R-Code angegeben. Die überwältigende Anzahl von Funktionen in R erlaubt es, die Vielfalt der hier besprochenen Methoden mit R allein und ohne Programmierung umzusetzen. So sind nicht zu komplexe Auswertungen auf der Basis dieses Textes leicht möglich.

Regression analysis. --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- R (Computer program language). --- GNU-S (Computer program language) --- Domain-specific programming languages

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The purpose of this book is to introduce the reader to mechanisms useful for detection and avoidance of money-laundering activities (MLAs) and terrorist financing and suggest improvements to existing MLAs where appropriate. Money laundering may occur in every country. The significant factor is to diagnose the illegal MLA and apply regulations to mitigate them. To meet this objective, managers of financial institutions need to train their employees about anti-money laundering (AML) processes and how to diagnose and prevent money laundering. AML activities can also affect the financial systems of a country. "Money laundering destabilizes the foundation of a nation's financial system by reducing tax revenues and impeding fair competition by ultimately disrupting economic development" (World Compliance, 2008). MLAs can create a big gap between income classes. Money laundering can also decrease banks' or financial institutions' credibility. "In practice, criminals are trying to disguise the origins of money obtained through illegal activities so that it looks like it was obtained from legal sources" (Layton, 2005). This book may be of special interest to financial managers in the private and public sector. It also may be a useful guide for those involved in international financial transactions.

Money laundering. --- Terrorism --- Finance. --- logistic regression --- model building --- model diagnostics --- multiple regression --- regression model --- simple linear regression --- statistical inference --- time series regression

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Distribution (Probability theory) --- Regression analysis. --- Mathematical statistics. --- Regression analysis --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- Distribution functions --- Frequency distribution --- Characteristic functions --- Statistical methods

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Regression and the Moore-Penrose pseudoinverse

Matrix inversion. --- Regression analysis. --- Regression analysis --- Matrix inversion --- Mathematical Statistics --- Mathematics --- Physical Sciences & Mathematics --- Analysis, Regression --- Linear regression --- Regression modeling --- Inverse matrices --- Inverse of a matrix --- Inversion, Matrix --- Multivariate analysis --- Structural equation modeling --- Linear operators --- Matrices --- Generalized inverses --- #WWIS:STAT --- 519.233 --- 519.233 Parametric methods --- Parametric methods --- Pseudoinverses --- Pseudo-inverses. --- Analyse de régression --- Inversion --- ELSEVIER-B EPUB-LIV-FT --- Regression Analysis