Statistical Analysis Advanced CourseGraduate School of Information ScienceTakafumi KANAMORI, Associate Professor2016 SpringCourse Contents1. Review of probability theory: probability, conditional probability, expectation value, dispersion and other basics.2. Linear regression: least-square method, regularization, and c ....Read