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Statistical Strategies for Small Sample Research

Statistical Strategies for Small Sample Research PDF Author: Rick H. Hoyle
Publisher: SAGE Publications
ISBN: 1506320082
Category : Social Science
Languages : en
Pages : 394

Book Description
Newer statistical models, such as structural equation modeling and hierarchical linear modeling, require large sample sizes inappropriate for many research questions or unrealistic for many research arenas. How can researchers get the sophistication and flexibility of large sample studies without the requirement of prohibitively large samples? This book describes and illustrates statistical strategies that meet the sophistication/flexibility criteria for analyzing data from small samples of fewer than 150 cases. Contributions from some of the leading researchers in the field cover the use of multiple imputation software and how it can be used profitably with small data sets and missing data; ways to increase statistical power when sample size cannot be increased; and strategies for computing effect sizes and combining effect sizes across studies. Other contributions describe how to hypothesis test using the bootstrap; methods for pooling effect size indicators from single-case studies; frameworks for drawing inferences from cross-tabulated data; how to determine whether a correlation or covariance matrix warrants structure analysis; and what conditions indicate latent variable modeling is a viable approach to correct for unreliability in the mediator. Other topics include the use of dynamic factor analysis to model temporal processes by analyzing multivariate; time-series data from small numbers of individuals; techniques for coping with estimation problems in confirmatory factor analysis in small samples; how the state space model can be used with surprising accuracy with small data samples; and the use of partial least squares as a viable alternative to covariance-based SEM when the N is small and/or the number of variables in a model is large.

Statistical Strategies for Small Sample Research

Statistical Strategies for Small Sample Research PDF Author: Rick H. Hoyle
Publisher: SAGE Publications
ISBN: 1506320082
Category : Social Science
Languages : en
Pages : 394

Book Description
Newer statistical models, such as structural equation modeling and hierarchical linear modeling, require large sample sizes inappropriate for many research questions or unrealistic for many research arenas. How can researchers get the sophistication and flexibility of large sample studies without the requirement of prohibitively large samples? This book describes and illustrates statistical strategies that meet the sophistication/flexibility criteria for analyzing data from small samples of fewer than 150 cases. Contributions from some of the leading researchers in the field cover the use of multiple imputation software and how it can be used profitably with small data sets and missing data; ways to increase statistical power when sample size cannot be increased; and strategies for computing effect sizes and combining effect sizes across studies. Other contributions describe how to hypothesis test using the bootstrap; methods for pooling effect size indicators from single-case studies; frameworks for drawing inferences from cross-tabulated data; how to determine whether a correlation or covariance matrix warrants structure analysis; and what conditions indicate latent variable modeling is a viable approach to correct for unreliability in the mediator. Other topics include the use of dynamic factor analysis to model temporal processes by analyzing multivariate; time-series data from small numbers of individuals; techniques for coping with estimation problems in confirmatory factor analysis in small samples; how the state space model can be used with surprising accuracy with small data samples; and the use of partial least squares as a viable alternative to covariance-based SEM when the N is small and/or the number of variables in a model is large.

Business Statistics

Business Statistics PDF Author: Naval Bajpai
Publisher: Pearson Education India
ISBN: 9788131726020
Category : Business & Economics
Languages : en
Pages : 828

Book Description
Business Statistics offers readers a foundation in core statistical concepts using a perfect blend of theory and practical application. This book presents business statistics as value added tools in the process of converting data into useful information. The step-by-step approach used to discuss three main statistical software applications, MS Excel, Minitab, and SPSS, which are critical tools for decision making in the business world, makes this book extremely user friendly. India-centric case studies and examples demonstrate the many uses of statistics in business and economics. The underlying focus on the interpretation of results rather than computation makes this book highly relevant for students and practising managers. Practice quizzes and true/false questions for students, and lecture slides and solutions manual for instructors are available at http://wps.pearsoned.com/bajpai_businessstatistics_e.

Statistical Models for Strategic Management

Statistical Models for Strategic Management PDF Author: Michel Ghertman
Publisher: Springer Science & Business Media
ISBN: 1475726147
Category : Business & Economics
Languages : en
Pages : 371

Book Description
Statistical Models for Strategic Management offers practical guidance in the use of statistical models for empirical research in strategic management. The contributions in this edited volume come from distinguished researchers in the field of Strategic Management, and provide illustration of most statistical models that are relevant for strategy research. The book is divided into four major topical areas: Strategic Analysis and Firm Strategies; The Resource-Based View of the Firm; Transaction Costs, Agency Theory, and the Boundaries of the Firm; and Corporate Alliances, Acquisitions and Networks.

In Search of Excellence

In Search of Excellence PDF Author: Thomas J. Peters
Publisher: Harper Collins
ISBN: 0062263617
Category : Business & Economics
Languages : en
Pages : 404

Book Description
The "Greatest Business Book of All Time" (Bloomsbury UK), In Search of Excellence has long been a must-have for the boardroom, business school, and bedside table. Based on a study of forty-three of America's best-run companies from a diverse array of business sectors, In Search of Excellence describes eight basic principles of management -- action-stimulating, people-oriented, profit-maximizing practices -- that made these organizations successful. Joining the HarperBusiness Essentials series, this phenomenal bestseller features a new Authors' Note, and reintroduces these vital principles in an accessible and practical way for today's management reader.

Strategic Alliances

Strategic Alliances PDF Author: Steve Steinhilber
Publisher: Harvard Business Press
ISBN: 1422138690
Category : Business & Economics
Languages : en
Pages : 79

Book Description
As a top executive, you've almost certainly forged strategic alliances with other companies. Some of these deals have worked--but many others have likely failed. In fact, companies worldwide launch more than two thousand strategic alliances every year, and more than half never deliver as promised. In Strategic Alliances, Steve Steinhilber proves that, despite the odds, alliances are critical to the business strategy for companies competing globally: customers want integrated solutions to their problems, and that's pushing companies to work together to create differentiated offerings. Equally crucial, well-managed alliances generate important forms of business value, including new products and accelerated growth. Drawing on his experience as the head of Cisco's Strategic Alliances group, Steinhilber has created tools and guidelines that will help you forge alliances that work. He describes the three essential building blocks of successful alliances and explains how to establish: The right framework--by articulating how an alliance will help you achieve your company's strategic business goals and identifying potential partners The right organization--by staffing your alliance organization with the right people and constantly honing their skills The right relationships--by cultivating trust among the many key internal contacts in your organization and your alliance partners Engaging and authoritative, Strategic Alliances shows you how to manage strategic partnerships more effectively and maximize their value in a complex and changing business environment. From our new Memo to the CEO series--solutions-focused advice from today's leading practitioners.

Playing to Win

Playing to Win PDF Author: Alan G. Lafley
Publisher: Harvard Business Press
ISBN: 142218739X
Category : Business & Economics
Languages : en
Pages : 274

Book Description
Explains how companies must pinpoint business strategies to a few critically important choices, identifying common blunders while outlining simple exercises and questions that can guide day-to-day and long-term decisions.

Elements of Statistical Analysis

Elements of Statistical Analysis PDF Author: Hans-Werner Gottinger
Publisher: de Gruyter
ISBN:
Category : Business & Economics
Languages : en
Pages : 250

Book Description
Keine ausführliche Beschreibung für "Elements of Statistical Analysis" verfügbar.

US Aviation Industry Strategic Developments and Statistics Yearbook Volume 1 Strategic Information, Programs and Developments

US Aviation Industry Strategic Developments and Statistics Yearbook Volume 1 Strategic Information, Programs and Developments PDF Author: IBP USA
Publisher: Lulu.com
ISBN: 1433068885
Category : Business & Economics
Languages : en
Pages : 266

Book Description
2011 Updated Reprint. Updated Annually. US Aviation Industry Strategic Developments and Statistics Yearbook

California. Court of Appeal (1st Appellate District). Records and Briefs

California. Court of Appeal (1st Appellate District). Records and Briefs PDF Author: California (State).
Publisher:
ISBN:
Category : Law
Languages : en
Pages : 44

Book Description


Open Strategy

Open Strategy PDF Author: Christian Stadler
Publisher: MIT Press
ISBN: 0262046113
Category : Business & Economics
Languages : en
Pages : 295

Book Description
How smart companies are opening up strategic initiatives to involve front-line employees, experts, suppliers, customers, entrepreneurs, and even competitors. Why are some of the world’s most successful companies able to stay ahead of disruption, adopting and implementing innovative strategies, while others struggle? It’s not because they hire a new CEO or expensive consultants but rather because these pioneering companies have adopted a new way of strategizing. Instead of keeping strategic deliberations within the C-Suite, they open up strategic initiatives to a diverse group of stakeholders—front-line employees, experts, suppliers, customers, entrepreneurs, and even competitors. Open Strategy presents a new philosophy, key tools, step-by-step advice, and fascinating case studies—from companies that range from Barclays to Adidas—to guide business leaders in this groundbreaking approach to strategy. The authors—business-strategy experts from both academia and management consulting—introduce tools for each of the three stages of strategy-making: idea generation, plan formulation, and implementation. These are digital tools (including strategy contests), which allow the widest participation; hybrid digital/in-person tools (including a “nightmare competitor challenge”); a workshop tool that gamifies the business model development process; and tools that help companies implement and sustain open strategy efforts. Open strategy has an astonishing track record: a survey of 200 business leaders shows that although open-strategy techniques were deployed for only 30 percent of their initiatives, those same initiatives generated 50 percent of their revenues and profits. This book offers a roadmap for this kind of success.