Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. XploRe is the name of a commercial statistics software, developed by the German software company MD*Tech. XploRe is not sold anymore. The last version, 4.8, is available for download at no cost. The user interacts with the software via the XploRe programming language, which is derived from the C programming language. Single XploRe programs are called Quantlets. Besides the standard functions for one- and multidimensional data analysis the focus is put on non- and semiparametric modelling and the statistics of financial markets. * Kernel density estimation and regression (kernel regression) * Single index models * Generalized linear and additive models (GLM and GAM) * Value at risk (VaR) and implied volatilities
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