Introductory statistics courses prepare students to think statistically but cover relatively few …
Introductory statistics courses prepare students to think statistically but cover relatively few statistical methods. Building on the basic statistical thinking emphasized in an introductory course, a second course in statistics at the undergraduate level can explore a large number of statistical methods. This text covers more advanced graphical summaries, One-Way ANOVA with pair-wise comparisons, Two-Way ANOVA, Chi-square testing, and simple and multiple linear regression models. Models with interactions are discussed in the Two-Way ANOVA and multiple linear regression setting with categorical explanatory variables. Randomization-based inferences are used to introduce new parametric distributions and to enhance understanding of what evidence against the null hypothesis “looks like”. Throughout, the use of the statistical software R via Rstudio is emphasized with all useful code and data sets provided within the text. This is Version 3.0 of the book.
This workbook is a practical method for learning the rudiments of music, …
This workbook is a practical method for learning the rudiments of music, which are essential to a thorough understanding of music in general. Designed as a supplement to professional instruction rather than a manual for self instruction, the text is intentionally brief. The emphasis is on using practical exercises to develop fluency. Aural, vocal, and keyboard skills must be integrated into the study of music theory from the very beginning. I encourage all students, regardless of their principal instrument, to learn to hear, sing, and play on the piano everything that they do in theory. All exercises in this book should be completed thoroughly. Usually a sample will be completed in brackets for each exercise, as a demonstration. Fluency with these basic materials of music will be a great asset to any further musical endeavors. For students who need additional exercises, suggestions for further study will be given.
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