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Statistics And Music
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Book Synopsis Statistics in Musicology by : Jan Beran
Download or read book Statistics in Musicology written by Jan Beran and published by CRC Press. This book was released on 2003-07-15 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditionally, statistics and music are not generally associated with each other. However, ...intelligent... music software, computer digitization, and other advanced techniques and technologies have precipitated the need for standard statistical models to answer basic musicological questions. Statistics In Musicology presents an unprecedented introduction to statistical and mathematical methods developed for use in music analysis, music theory, and performance theory. It explores concrete methods for data generation and numerical encoding of musical data and serves as a practical reference for a wide audience, including statisticians, mathematicians, musicologists, and musicians.
Book Synopsis Statistics in Music Education Research by : Joshua A. Russell
Download or read book Statistics in Music Education Research written by Joshua A. Russell and published by Oxford University Press. This book was released on 2018 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Statistics in Music Education Research, author Joshua Russell explains the process of using a range of statistical analyses from inception to research design to data entry to final analysis using understandable descriptions and examples from extant music education research. He explores four main aspects of music education research: understanding logical concepts of statistical procedures and their outcomes; critiquing the use of different procedures in extant and developing research; applying the correct statistical model for not only any given dataset, but also the correct logic determining which model to employ; and reporting the results of a given statistical procedure clearly and in a way that provides adequate information for the reader to determine if the data analysis is accurate and interpretable. While it is written predominately for graduate students in music education courses, Statistics in Music Education Research will also help music education researchers and teachers of music educators gain a better understanding of how parametric statistics are employed and interpreted in music education.
Author :Richard Osborne Publisher :Contemporary Music Making and Learning ISBN 13 :9781789382532 Total Pages :0 pages Book Rating :4.3/5 (825 download)
Book Synopsis Music by Numbers by : Richard Osborne
Download or read book Music by Numbers written by Richard Osborne and published by Contemporary Music Making and Learning. This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The music industries are fuelled by statistics: sales targets, breakeven points, success ratios, royalty splits, website hits, ticket revenues, listener figures, piracy abuses and big data. Statistics are of consequence. They influence the music that consumers get to hear, they determine the revenues of music makers, and they shape the policies of governments and legislators. Yet many of these statistics are generated by the music industries themselves, and their accuracy can be questioned. This original new book sets out to explore this shadowy terrain. While there are books that offer guidelines about how the music industries work, as well as critiques from academics about the policies of music companies, this is the first book that takes a sustained look at these subjects from a statistical angle. This is particularly significant as statistics have not just been used to explain the music industries, they are also essential to the ways that the industries work: they drive signing policy, contractual policy, copyright policy, economic policy and understandings of consumer behaviour. This edited collection provides the first in-depth examination of the use and abuse of statistics in the music industries. The international group of contributors are noted music business scholars and practitioners in the field. The book addresses five key areas in which numbers are employed: sales and awards; royalties and distribution; music piracy; music policy; and audiences and their uses of music. The authors address these subjects from a range of perspectives. Some of them test the veracity of this data and explore its tactical use by music businesses. Others are helping to generate these numbers: they are developing surveys and online projects and offer candid self-observations in this volume. There are also authors who have been subject to statistics; they deliver first-hand accounts of music industry reporting. The digital age is inherently numerical. Within the music industries this has prompted new ways of tracking the usage and recompense of music. In addition, it has generated new means of monitoring and engaging audience behaviour. It has also led to increased documentation of the trade. There is more reporting of the overall revenues of music industry sectors. There is also more engagement between industry and academia when it comes to conducting analyses and offering numerical recommendations to politicians. The aim of this collection is to expose the culture and politics of data. Music industry statistics are all-pervasive, yet because of this ubiquity they have been under-explored. This book provides new ways by which to learn music by numbers. A timely examination of how data and statistics are key to the music industries. Widely held industry assumptions are challenged with data from a variety of sources and in an engaging, lucid manner. Highly recommended for anyone with an interest in how the music business uses and manipulates the data that digital technologies have made available. Primary readership will be among popular music academics, undergraduate and postgraduate students working in the fields of popular music studies, music business, media studies, cultural studies, sociology and creative industries. The book will also be of interest to people working within the music industries and to those whose work encounters industry statistics.
Author :Aaron (Professor of Performance Science Williamon, Professor of Performance Science Royal College of Music) Publisher :Oxford University Press, USA ISBN 13 :0198714548 Total Pages :545 pages Book Rating :4.1/5 (987 download)
Book Synopsis Performing Music Research by : Aaron (Professor of Performance Science Williamon, Professor of Performance Science Royal College of Music)
Download or read book Performing Music Research written by Aaron (Professor of Performance Science Williamon, Professor of Performance Science Royal College of Music) and published by Oxford University Press, USA. This book was released on 2021-01-21 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performing Music Research is a comprehensive guide to planning, conducting, analyzing, and communicating research in music performance. The book examines the approaches and strategies that underpin research in music education, psychology, and performance science.
Book Synopsis Statistics in Music Education Research by : Joshua A. Russell
Download or read book Statistics in Music Education Research written by Joshua A. Russell and published by Oxford University Press. This book was released on 2018-01-09 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Statistics in Music Education Research, author Joshua Russell explains the process of using a range of statistical analyses from inception to research design to data entry to final analysis using understandable descriptions and examples from extant music education research. He explores four main aspects of music education research: understanding logical concepts of statistical procedures and their outcomes; critiquing the use of different procedures in extant and developing research; applying the correct statistical model for not only any given dataset, but also the correct logic determining which model to employ; and reporting the results of a given statistical procedure clearly and in a way that provides adequate information for the reader to determine if the data analysis is accurate and interpretable. While it is written predominately for graduate students in music education courses, Statistics in Music Education Research will also help music education researchers and teachers of music educators gain a better understanding of how parametric statistics are employed and interpreted in music education.
Book Synopsis Music Data Analysis by : Claus Weihs
Download or read book Music Data Analysis written by Claus Weihs and published by CRC Press. This book was released on 2016-11-17 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and segmentation as well as chord and harmony, instrument and tempo recognition. It also discusses the implementation aspects of music data analysis such as architecture, user interface and hardware. It is ideal for use in university classes with an interest in music data analysis. It also could be used in computer science and statistics as well as musicology.
Download or read book Data on Music Education written by and published by R&L Education. This book was released on 1990 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents national statistics on various aspects of music education, including degrees awarded, teacher certification status, teacher employment rates and opportunities.
Book Synopsis A Statistical Framework for the Music Sector by : Hans-Hoegh Guldberg
Download or read book A Statistical Framework for the Music Sector written by Hans-Hoegh Guldberg and published by . This book was released on 2004 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis From Data to Decisions in Music Education Research by : Brian C. Wesolowski
Download or read book From Data to Decisions in Music Education Research written by Brian C. Wesolowski and published by Taylor & Francis. This book was released on 2022-02-22 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Data to Decisions in Music Education Research provides a structured and hands-on approach to working with empirical data in the context of music education research. Using step-by-step tutorials with in-depth examples of music education data, this book draws upon concepts in data science and statistics to provide a comprehensive framework for working with a variety of data and solving data-driven problems. All of the skills presented here use the R programming language, a free, open-source statistical computing and graphics environment. Using R enables readers to refine their computational thinking abilities and data literacy skills while facilitating reproducibility, replication, and transparency of data analysis in the field. The book offers: A clear and comprehensive framework for thinking about data analysis processes in a music education context. An overview of common data structures and data types used in statistical programming and data analytics. Techniques for cleaning, preprocessing, manipulating, aggregating, and mining data in ways that facilitate organization and interpretation. Methods for summarizing and visualizing data to help identify structures, patterns, and trends within data sets. Detailed applications of descriptive, diagnostic, and predictive analytics processes. Step-by-step code for all concepts and analyses. Direct access to all data sets and R script files through the accompanying eResource. From Data to Decisions in Music Education Research offers a reference "cookbook" of code and programming recipes written with the graduate music education student in mind and breaks down data analysis processes and skills in an approachable fashion. It can be used across a wide range of graduate music education courses that rely on the application of empirical data analyses and will be useful to all music education scholars and professionals seeking to enhance their use of quantitative data.
Book Synopsis Handbook of Musical Statistics ... by : Boston Musical Bureau
Download or read book Handbook of Musical Statistics ... written by Boston Musical Bureau and published by . This book was released on 1902 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Music by Numbers by : Richard Osborne
Download or read book Music by Numbers written by Richard Osborne and published by Intellect (UK). This book was released on 2023-03-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: An edited volume that examines the data and statistics that are key to the music industry. The music industries are fueled by statistics: sales targets, breakeven points, success ratios, royalty splits, website hits, ticket revenues, listener figures, piracy abuses, and big data. Statistics are of consequence. They influence the music that consumers get to hear, they determine the revenues of music makers, and they shape the policies of governments and legislators. Yet many of these statistics are generated by the music industries themselves, and their accuracy can be questioned. Music by Numbers sets out to explore this shadowy terrain. This edited collection provides the first in-depth examination of the use and abuse of statistics in the music industry. Written by noted music business scholars and practitioners in the field, the book addresses five key areas in which numbers are employed: sales and awards; music industry policy; live music; music piracy; and digital solutions. The authors address these subjects from a range of perspectives: some of them test the veracity of this data and explore its tactical use by music businesses; others help to generate these numbers by developing surveys and online projects and offering candid observations. The aim of this collection is to expose the culture and politics of data. Music industry statistics are pervasive, but despite this ubiquity they are underexplored. This book offers a corrective by providing new ways by which to learn music by numbers.
Book Synopsis Handbook of Musical Statistics by : Boston Musical Bureau
Download or read book Handbook of Musical Statistics written by Boston Musical Bureau and published by Legare Street Press. This book was released on 2023-07-18 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of musical statistics, including data on music production, composition, and consumption. Written by the Boston Musical Bureau, this book is an essential reference for music historians, scholars, and enthusiasts. This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
Download or read book Music Data Mining written by Tao Li and published by CRC Press. This book was released on 2011-07-12 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research area of music information retrieval has gradually evolved to address the challenges of effectively accessing and interacting large collections of music and associated data, such as styles, artists, lyrics, and reviews. Bringing together an interdisciplinary array of top researchers, Music Data Mining presents a variety of approaches to
Book Synopsis Sentiment Analysis of Music using Statistics and Machine Learning by : Aakash Mukherjee
Download or read book Sentiment Analysis of Music using Statistics and Machine Learning written by Aakash Mukherjee and published by Sanctum Books. This book was released on 2022-10-16 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment analysis and prediction of contemporary Music can have a wide range of applications in modern society, for instance, selecting music for public institutions such as hospitals or restaurants to potentially improve the emotional well-being of personnel, patients, and customers respectively. In this project, a music recommendation system is built upon a Naive Bayes Classifier trained to predict the sentiment of songs based on song lyrics alone. Online streaming platforms have become one of the most important forms of music consumption. Most streaming platforms provide tools to assess the popularity of a song in the forms of scores and rankings. In this book, we address two issues related to song popularity. First, we predict whether an already popular song may attract higher-than-average public interest and become viral. Second, we predict whether sudden spikes in the public interest will translate into long-term popularity growth. We base our findings on data from the streaming platform Billboard, Spotify, and consider appearances in its "Most-Popular" list as indicative of popularity, and appearances in its "Virals" list as indicative of interest growth. We approach the problem as a classification task and employ a Support Vector Machine model built on popularity information to predict interest, and vice versa.
Author :Cultural Ministers Council (Australia). Statistics Working Group Publisher : ISBN 13 :9780642753762 Total Pages :0 pages Book Rating :4.7/5 (537 download)
Book Synopsis Music in Australia by : Cultural Ministers Council (Australia). Statistics Working Group
Download or read book Music in Australia written by Cultural Ministers Council (Australia). Statistics Working Group and published by . This book was released on 2007 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Sources of Statistical Data on the "live" Performance of Music by : Everett Helm
Download or read book Sources of Statistical Data on the "live" Performance of Music written by Everett Helm and published by . This book was released on 1980 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Music and Music Education by : Music Educators National Conference (U.S.)
Download or read book Music and Music Education written by Music Educators National Conference (U.S.) and published by . This book was released on 1984 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical information to help educators assess information needs and trends in music and art education is presented. The first of five sections contains information on occupational conditions. Charts and graphs depict occupational distribution and average annual salaries of recent bachelor's degree recipients, certification in the field of music education, elementary and secondary teaching status of recent bachelor's degree recipients qualified to teach art and music, teacher layoffs and shortages in public and private school art education, relative demand for teachers by teaching area and year, and relative supply and demand of teachers by field and geographic region. Section 2 contains five charts depicting associate, bachelor's, master's, and doctoral degrees conferred in selected art fields. Section 3 consists of charts and graphs showing results of the National Assessment of Educational Progress in art and music and the Scholastic Aptitude Test. Section 4 focuses on participation in the arts. Charts and graphs in this section cover data on student participation in art, student extracurricular art and music activity, public involvement with the schools, and adult education courses. The final section presents data on attitudes and opinions on music hobbies and music-related activities and school coursework. Appendices contain information sources and error estimation tables.
