Statistical Visions in Time

A History of Time Series Analysis, 1662–1938

Judy L. Klein (Autor)

Buch | Softcover

368 Seiten

2005
Cambridge University Press (Verlag)
978-0-521-02317-7 (ISBN)

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This work documents the history of techniques that statisticians have used to manipulate economic, meteorological, biological and physical data taken from observations recorded over time. The manipulation tools include per cent change, index numbers, moving averages and 'first differences', i.e., subtracting one observation from the previous value. Professor Klein argues that nineteenth-century business journals, such as The Economist, were as important to the development of time series analysis as Latin treatises on probability theory. While examining the roots of mathematical statistics in commercial practice, she traces changes in analytical forms from table to graph to equation. Klein cautions that we risk measurement without history in unduly mechanistic blending of stationary probability theory with the practical dynamics of commercial traders. This history is accessible to students with a basic knowledge of statistics as well as financial analysts, statisticians and historians of economic thought and science.

Introduction; Part I. Commercial Arithmetic and Practical Dynamics: 2. Reckoning on death and chance with the Merchant's Rule; 3. Commercial currents and first differences; 4. The interplay of deception and accountability in the index numbers and moving averages of the Bank of England; 5. Seasons, tides and structures in cycle time; Part II. Subject Context and Statistical Theory: Introduction to subject context and statistical theory; 6. Laws of chance and error in the observation process games of chance; 7. Laws of deviation and the capacity for shifting means in early statistical models of processes; 8. A funny thing happened on the way to equilibrium: economics and statistical ways of thinking around the turn of the century; 9. Decomposition and functions of time; 10. Autoregression, random disturbances, dangerous series and stationary stochastic processes; Epilogue; Appendix 1: Techniques of time series analysis; Appendix 2: Frequency analysis of worldwide studies in time series and stochastic processes, 1847–1938.

Erscheint lt. Verlag	8.12.2005
Zusatzinfo	35 Tables, unspecified; 69 Line drawings, unspecified
Verlagsort	Cambridge
Sprache	englisch
Maße	190 x 246 mm
Gewicht	651 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Geschichte der Mathematik
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	0-521-02317-3 / 0521023173
ISBN-13	978-0-521-02317-7 / 9780521023177
Zustand	Neuware