TY - GEN AU - Kramer, Mark A. AU - Eden, Uri T. TI - Case studies in neural data analysis: a guide for the practicing neuroscientist SN - 9780262529372 U1 - 616.80475 PY - 2016/// CY - Cambridge PB - MIT Press KW - Neural analyzers KW - Neuropsychological tests KW - Reflexes—Testing KW - Neuropsychological evaluation KW - Neurology N1 - Includes bibliography and index N2 - The book begins with an introduction to MATLAB, the most common programming platform in neuroscience, which is used in the book. (Readers familiar with MATLAB can skip this chapter and might decide to focus on data type or method type.) The book goes on to cover neural field data and spike train data, spectral analysis, generalized linear models, coherence, and cross-frequency coupling. Each chapter offers a stand-alone case study that can be used separately as part of a targeted investigation. The book includes some mathematical discussion but does not focus on mathematical or statistical theory, emphasizing the practical instead. References are included for readers who want to explore the theoretical more deeply. The data and accompanying MATLAB code are freely available on the authors' website. The book can be used for upper-level undergraduate or graduate courses or as a professional reference ER -