"This is an intro-level text that teaches how to think clearly and conceptually about quantitative information, emphasizing ideas over technicality and assuming no prior exposure to data analysis, statistics, or quantitative methods. The books four parts present the foundation for quantiative reasoning: correlation and causation; statistical relationships; causal phenomena; and incorporating quantitative information into decision making. Within these parts it covers the array of tools used by social scientists, including regression, inference, experiments, research design, and more, all by explaining the rationale and logic behind such tools rather than focusing only on the technical calculations used for each. New concepts are presented simply, with the help of copious examples, and the books leans towards graphic rather than mathematical representation of data, with any technical material included in appendices"--
In this practical guide, data strategy consultant Max Shron shows you how to put the why before the how, through an often-overlooked set of analytical skills.
This revelatory exploration of big data, which refers to our newfound ability to crunch vast amounts of information, analyze it instantly and draw profound and surprising conclusions from it, discusses how it will change our lives and what ...
Taken credit for success, but blamed failure on external circumstances? Backed the wrong horse? These are examples of what the author calls cognitive biases, simple errors all of us make in day-to-day thinking.
This guide also helps you understand the many data-mining techniques in use today.
Instead, Yanni Loukissas argues in All Data Are Local, we should approach data sets with an awareness that data are created by humans and their dutiful machines, at a time, in a place, with the instruments at hand, for audiences that are ...
The text is oriented toward consumers of educational research and uses a thinking-skills approach to its coverage of major ideas"--
See Gathering street data Collective teacher efficacy, 104 College Entrance Examination Board, 16 Collins, P. H., 13 Colorism, 199 Common Core State Standards, 12 Community cultural wealth, 12 Community walks, student-led, 64 Compassion ...
The Goldfield-Mantel Stratification procedure is used throughout. Raw Truncated Extensive cases 9/4.41 : 2.04 9/10.2 I 0.88 All cases 21/7.40 : 2.84 21/17.5 : 1.20 Sanctions 29/7.40 : 3.92 29/17.5 : 1.66 ness multiplies the relative ...
Whether you're a top executive, an aspiring leader, or a product-line manager, this eye-opening book provides the tools and thinking you need to do that.
Features: ● Assumes minimal prerequisites, notably, no prior calculus nor coding experience ● Motivates theory using real-world data, including all domestic flights leaving New York City in 2013, the Gapminder project, and the data ...