Description

Book Synopsis
Marketing Research, 13th Edition presents a clear and comprehensive introduction to the field, with a strong focus on methodologies and the role of market research in strategic decision making. Employing a unique macro-micro-macro approach, the text begins with a broad overview of market research and its place withinand value toan organization, before zooming in to detail the granular view of the research process. Step-by-step explanations cover the latest methodologies and current practices, highlighting advanced techniques as well as their limitations and potential benefits, followed by a high-level discussion of research applications.

An emphasis on real-world processes is underscored by end-of-chapter cases, allowing students to apply what they've learned in the context of real-life examples covering a broad range of products and organizations. This practical approach promotes engagement while building essential critical analysis, interpretation, and decision-mak

Table of Contents

Part I The Nature and Scope of Marketing Research

1 A Decision-Making Perspective on Marketing Intelligence 1

Learning Objectives 1

An Overview of Business Intelligence 1

Introduction to Marketing Intelligence 4

Marketing Research 7

Role of Marketing Research in Managerial Decision-Making 9

Factors that Influence Marketing Research Decisions 17

Use of Marketing Research 19

Ethics in Marketing Research 20

The Respondent’s Ethics and Rights 21

International Marketing Research 23

Summary 25

Questions and Problems 25

End Notes 26

Case 1-1: Preteen Market—The Right Place to Be In for Cell Phone Providers? 27

Case 1-2: Best Buy on a Segmentation Spree 27

Case 1-3: Ethical Dilemmas in Marketing Research 29

2 Marketing Research in Practice 30

Learning Objectives 30

Information Systems Decision Support Systems and Marketing Research 31

Marketing Decision Support Systems 34

Suppliers of Information 37

Criteria for Selecting External Suppliers 43

Career Opportunities in Marketing Research 44

Summary 45

Questions and Problems 45

End Notes 45

Appendix: Marketing Research Jobs 46

3 The Marketing Research Process 47

Learning Objectives 47

Overview of the Marketing Research Process 47

The Preliminary Stages of the Marketing Research Process 48

Planning a New HMO 60

The International Marketing Research Process 62

Summary 66

Questions and Problems 66

End Notes 67

Case 3-1: A VideOcart Test for Bestway Stores 67

Case 3-2: Philip Morris Enters Turkey 69

4 Research Design and Implementation 71

Learning Objectives 71

Research Approach 73

Research Tactics and Implementation 79

Budgeting and Scheduling the Research Project 81

Research Proposal 83

Designing International Marketing Research 84

Issues in International Research Design 86

Summary 88

Questions and Problems 89

End Notes 89

Appendix: Errors in Research Design 90

Case 4-1: Reynolds Tobacco’s Slide-Box Cigarettes 91

Cases for Part I 95

Case I-1: Clover Valley Dairy Company 95

Part II Data Collection

Section A: Secondary and Exploratory Research

5 Secondary Sources of Marketing Data 98

Learning Objectives 98

Secondary Data 99

Uses of Secondary Data 100

Benefits of Secondary Data 100

Limitations of Secondary Data 101

Internal Sources of Secondary Data 102

External Sources of Secondary Data 103

Census Data 109

North American Industry Classification System 111

Appraising Secondary Sources 112

Applications of Secondary Data 113

Sources of Secondary Data for International Marketing Research 117

Problems Associated with Secondary Data in International Research 117

Applications of Secondary Data in International Research 118

Summary 119

Questions and Problems 119

End Notes 120

Case 5-1: Barkley Foods 121

Case 5-2: Dell in Latin America? 122

6 Standardized Sources of Marketing Data 123

Learning Objectives 123

Retail Store Audits 124

Consumer Purchase Panels 125

Scanner Services and Single-Source Systems 128

Media-Related Standardized Sources 134

Applications of Standardized Sources of Data 136

Summary 138

Questions and Problems 138

End Notes 139

Case 6-1: Promotion of Rocket Soups 140

Case 6-2: Kerry Gold Products Ltd. 144

7 Marketing Research on the Internet 147

Learning Objectives 147

Current Trends in Web Usage 148

WWW Information for Marketing Decisions 149

The Internet and Marketing Research Today 154

The Internet and Marketing Research Developments 166

Issues and Concerns 167

Summary 169

Questions and Problems 169

End Notes 170

Case 7-1: Caring Children’s hospital 172

8 Information Collection: Qualitative and Observational Methods 173

Learning Objectives 173

Need for Qualitative Research 173

Qualitative Research Methods 174

Observational Methods 194

Recent Applications of Qualitative and Observational Methods 200

Summary 201

Questions and Problems 201

End Notes 202

Appendix: Myths of Qualitative Research: It’s Conventional but Is It Wisdom? 204

Case 8-1: Mountain Bell Telephone Company 205

Case 8-2: U.S. Department of Energy (A) 207

Case 8-3: Hamilton Beach Conducts Primary Research in Mexico and Europe 208

Section B: Descriptive Research

9 Information from Respondents: Issues in Data Collection 209

Learning Objectives 209

Information from Surveys 209

Sources of Survey Error 210

Methods of Data Collection 215

Factors Affecting the Choice of a Survey Method 216

Ethical Issues in Data Collection 220

Summary 222

Questions and Problems 222

End Notes 223

Case 9-1: Essex Markets 224

Case 9-2: More Ethical Dilemmas in Marketing Research 224

10 Information from Respondents: Survey Methods 226

Learning Objectives 226

Collecting Data 226

Surveys in the International Context 248

Summary 250

Questions and Problems 250

End Notes 252

Case 10-1: Roland Development Corp 253

11 Attitude Measurement 255

Learning Objectives 255

Attitudes 256

The Concept of Measurement and Scaling 257

Types of Attitude Rating Scales 260

General Guidelines for Developing a Multiple-Item Scale 271

Interpreting Attitude Scales 274

Choosing an Attitudinal Scale 275

Accuracy of Attitude Measurements 277

Scales in Cross-National Research 279

Summary 280

Questions and Problems 280

End Notes 281

Case 11-1: National Kitchens 282

12 Designing the Questionnaire 284

Learning Objectives 284

Planning What to Measure 285

Formatting the Question 287

Question Wording: A Problem of Communication 292

Sequence and Layout Decisions 297

Questionnaire Design for International Research 303

Summary 305

Questions and Problems 305

End Notes 309

Case 12-1: Wine Horizons 309

Case 12-2: Smith’s Clothing (A) 312

Section C: Causal Research

13 Experimentation 313

Learning Objectives 313

Descriptive versus Experimental Research 314

What Constitutes Causality? 315

Laboratory and Field Experiments 317

Threats to Experimental Validity 318

Issues in Experimental Research 320

Types of Experimental Designs 322

Guidelines for Conducting Experimental Research 336

Limitations of Experiments 337

Summary 339

Questions and Problems 339

End Notes 341

Case 13-1: Evaluating Experimental Designs 341

Case 13-2: Barrie Food Corporation 342

Section D: Sampling

14 Sampling Fundamentals 344

Learning Objectives 344

Sample or Census 344

Sampling Process 346

Probability Sampling 352

Nonprobability Sampling 357

Shopping Center Sampling 362

Sampling in the International Context 363

Summary 365

Questions and Problems 366

End Notes 368

Case 14-1: Exercises in Sample Design 369

Case 14-2: Talbot Razor Products Company 369

15 Sample Size and Statistical Theory 372

Learning Objectives 372

Determining the Sample Size: Ad Hoc Methods 373

Population Characteristics/Parameters 374

Sample Characteristics/Statistics 375

Sample Reliability 376

Interval Estimation 378

Sample Size Question 380

Proportions 381

Coefficient of Variation 383

Stratified Sampling 383

Multistage Design 386

Sequential Sampling 386

Summary 387

Questions and Problems 387

End Notes 389

Cases for Part II 390

Case II-1: Currency Concepts International 390

Appendix A: Interview Guide for International Travelers (U.S. Citizens) 394

Part III Data Analysis

16 Fundamentals of Data Analysis 396

Learning Objectives 396

Preparing the Data for Analysis 397

Strategy for Data Analysis 401

Cross-Tabulations 405

Factors Influencing the Choice of Statistical Technique 407

An Overview of Statistical Techniques 409

Summary 414

Questions and Problems 414

End Notes 415

Appendix: Choice of a Statistical Package 415

17 Hypothesis Testing: Basic Concepts and Tests of Associations 416

Learning Objectives 416

The Logic of Hypothesis Testing 417

Steps in Hypothesis Testing 418

Basic Concepts of Hypothesis Testing 419

Cross-Tabulation and Chi-Square 422

Summary 431

Questions and Problems 431

End Notes 432

Case 17-1: Medical Systems Associates: Measuring Patient Satisfaction 433

18 Hypothesis Testing: Means and Proportions 435

Learning Objectives 435

Commonly Used Hypothesis Tests in Marketing Research 436

Relationship between Confidence Interval and Hypothesis Testing 439

Analysis of Variance (ANOVA) 440

The Probability‐Values (p‐Values) Approach to Hypothesis Testing 454

Effect of Sample Size and Interpretation of Test Results 455

Summary 456

Questions and Problems 456

End Notes 457

Case 18-1: American Conservatory Theater 458

Case 18-2: Apple Appliance Stores 459

Part IV Special Topics in Data Analysis

19 Correlation Analysis and Regression Analysis 461

Learning Objectives 461

Correlation Analysis 462

Regression Analysis 466

Summary 485

Questions and Problems 486

End Notes 488

Case 19-1: The Seafood Grotto 489

Case 19-2: Election Research Inc. 490

20 Discriminant Factor and Cluster Analysis 491

Learning Objectives 491

Discriminant Analysis 491

Multiple Discriminant Analysis 500

Summary of Discriminant Analysis 504

Factor and Cluster Analysis 504

Factor Analysis 505

Summary of Factor Analysis 516

Cluster Analysis 517

Summary of Cluster Analysis 527

Questions and Problems 527

End Notes 529

Case 20-1: Southwest Utility 529

Case 20-2: Store Image Study 530

21 Multidimensional Scaling and Conjoint Analysis 533

Learning Objectives 533

Multidimensional Scaling 533

Attribute‐Based Approaches 534

Summary of MDS 543

Conjoint Analysis 544

Summary of Conjoint Analysis 551

Questions and Problems 552

End Notes 553

Case 21-1: Nester’s Foods 554

Case 21-2: The Electric Truck Case 555

22 Presenting the Results 556

Learning Objectives 556

Guidelines for Successful Presentations 556

Written Report 562

Oral Presentation 566

Relationship with the Client 569

Summary 570

Questions and Problems 570

End Notes 570

Part V Applications of Marketing Intelligence

23 Marketing-Mix Measures 571

Learning Objectives 571

New-Product Research 572

Pricing Research 582

Distribution Research 585

Promotion Research 591

Total Quality Management 601

Summary 606

Questions and Problems 607

End Notes 609

Case 23-1: National Chemical Corporation 610

Case 23-2: Hokey Pokey is Born in India 611

24 Brand and Customer Metrics 613

Learning Objectives 613

Competitive Advantage 613

Brand Equity 616

Customer Satisfaction 622

Contemporary Applications of Marketing Intelligence 628

Maximizing Customer Profitability 630

Summary 633

Questions and Problems 633

End Notes 633

25 New Age Strategies 635

Learning Objectives 635

Database Marketing 636

Relationship Marketing 645

E-Commerce 649

Mobile Marketing 652

Social Marketing 654

Experiential Marketing 658

Word-of-Mouth Marketing 659

Internet of Things 662

Bots and Artificial Intelligence 664

Blockchain 666

Summary 668

Questions and Problems 669

End Notes 669

Appendix A 673

A-1. Standard Normal Cumulative Probability in Right‐Hand Tail for

Positive Values of z; Areas are formed by Symmetry 673

A-2. χ 2 Critical Points 674

A-3. F Critical Points 676

A-4. Cut‐Off Points for the Student’s t‐Distribution 681

A-5. Procedures for Conducting Univariate and Multivariate Analysis in SPSS 682

A-6. Output of Select Tables in SPSS 686

Glossary 699

Index 717

Marketing Research

    Product form

    £113.36

    Includes FREE delivery

    RRP £125.95 – you save £12.59 (9%)

    Order before 4pm today for delivery by Mon 22 Jun 2026.

    A Paperback / softback by V. Kumar, Robert P. Leone, David A. Aaker

    2 in stock

      Trusted by thousands of customers. See 2,385+ Customer Reviews

      View other formats and editions of Marketing Research by V. Kumar

      Publisher: John Wiley & Sons Inc
      Publication Date: 06/08/2020
      ISBN13: 9781119497585, 978-1119497585
      ISBN10: 1119497582

      Description

      Book Synopsis
      Marketing Research, 13th Edition presents a clear and comprehensive introduction to the field, with a strong focus on methodologies and the role of market research in strategic decision making. Employing a unique macro-micro-macro approach, the text begins with a broad overview of market research and its place withinand value toan organization, before zooming in to detail the granular view of the research process. Step-by-step explanations cover the latest methodologies and current practices, highlighting advanced techniques as well as their limitations and potential benefits, followed by a high-level discussion of research applications.

      An emphasis on real-world processes is underscored by end-of-chapter cases, allowing students to apply what they've learned in the context of real-life examples covering a broad range of products and organizations. This practical approach promotes engagement while building essential critical analysis, interpretation, and decision-mak

      Table of Contents

      Part I The Nature and Scope of Marketing Research

      1 A Decision-Making Perspective on Marketing Intelligence 1

      Learning Objectives 1

      An Overview of Business Intelligence 1

      Introduction to Marketing Intelligence 4

      Marketing Research 7

      Role of Marketing Research in Managerial Decision-Making 9

      Factors that Influence Marketing Research Decisions 17

      Use of Marketing Research 19

      Ethics in Marketing Research 20

      The Respondent’s Ethics and Rights 21

      International Marketing Research 23

      Summary 25

      Questions and Problems 25

      End Notes 26

      Case 1-1: Preteen Market—The Right Place to Be In for Cell Phone Providers? 27

      Case 1-2: Best Buy on a Segmentation Spree 27

      Case 1-3: Ethical Dilemmas in Marketing Research 29

      2 Marketing Research in Practice 30

      Learning Objectives 30

      Information Systems Decision Support Systems and Marketing Research 31

      Marketing Decision Support Systems 34

      Suppliers of Information 37

      Criteria for Selecting External Suppliers 43

      Career Opportunities in Marketing Research 44

      Summary 45

      Questions and Problems 45

      End Notes 45

      Appendix: Marketing Research Jobs 46

      3 The Marketing Research Process 47

      Learning Objectives 47

      Overview of the Marketing Research Process 47

      The Preliminary Stages of the Marketing Research Process 48

      Planning a New HMO 60

      The International Marketing Research Process 62

      Summary 66

      Questions and Problems 66

      End Notes 67

      Case 3-1: A VideOcart Test for Bestway Stores 67

      Case 3-2: Philip Morris Enters Turkey 69

      4 Research Design and Implementation 71

      Learning Objectives 71

      Research Approach 73

      Research Tactics and Implementation 79

      Budgeting and Scheduling the Research Project 81

      Research Proposal 83

      Designing International Marketing Research 84

      Issues in International Research Design 86

      Summary 88

      Questions and Problems 89

      End Notes 89

      Appendix: Errors in Research Design 90

      Case 4-1: Reynolds Tobacco’s Slide-Box Cigarettes 91

      Cases for Part I 95

      Case I-1: Clover Valley Dairy Company 95

      Part II Data Collection

      Section A: Secondary and Exploratory Research

      5 Secondary Sources of Marketing Data 98

      Learning Objectives 98

      Secondary Data 99

      Uses of Secondary Data 100

      Benefits of Secondary Data 100

      Limitations of Secondary Data 101

      Internal Sources of Secondary Data 102

      External Sources of Secondary Data 103

      Census Data 109

      North American Industry Classification System 111

      Appraising Secondary Sources 112

      Applications of Secondary Data 113

      Sources of Secondary Data for International Marketing Research 117

      Problems Associated with Secondary Data in International Research 117

      Applications of Secondary Data in International Research 118

      Summary 119

      Questions and Problems 119

      End Notes 120

      Case 5-1: Barkley Foods 121

      Case 5-2: Dell in Latin America? 122

      6 Standardized Sources of Marketing Data 123

      Learning Objectives 123

      Retail Store Audits 124

      Consumer Purchase Panels 125

      Scanner Services and Single-Source Systems 128

      Media-Related Standardized Sources 134

      Applications of Standardized Sources of Data 136

      Summary 138

      Questions and Problems 138

      End Notes 139

      Case 6-1: Promotion of Rocket Soups 140

      Case 6-2: Kerry Gold Products Ltd. 144

      7 Marketing Research on the Internet 147

      Learning Objectives 147

      Current Trends in Web Usage 148

      WWW Information for Marketing Decisions 149

      The Internet and Marketing Research Today 154

      The Internet and Marketing Research Developments 166

      Issues and Concerns 167

      Summary 169

      Questions and Problems 169

      End Notes 170

      Case 7-1: Caring Children’s hospital 172

      8 Information Collection: Qualitative and Observational Methods 173

      Learning Objectives 173

      Need for Qualitative Research 173

      Qualitative Research Methods 174

      Observational Methods 194

      Recent Applications of Qualitative and Observational Methods 200

      Summary 201

      Questions and Problems 201

      End Notes 202

      Appendix: Myths of Qualitative Research: It’s Conventional but Is It Wisdom? 204

      Case 8-1: Mountain Bell Telephone Company 205

      Case 8-2: U.S. Department of Energy (A) 207

      Case 8-3: Hamilton Beach Conducts Primary Research in Mexico and Europe 208

      Section B: Descriptive Research

      9 Information from Respondents: Issues in Data Collection 209

      Learning Objectives 209

      Information from Surveys 209

      Sources of Survey Error 210

      Methods of Data Collection 215

      Factors Affecting the Choice of a Survey Method 216

      Ethical Issues in Data Collection 220

      Summary 222

      Questions and Problems 222

      End Notes 223

      Case 9-1: Essex Markets 224

      Case 9-2: More Ethical Dilemmas in Marketing Research 224

      10 Information from Respondents: Survey Methods 226

      Learning Objectives 226

      Collecting Data 226

      Surveys in the International Context 248

      Summary 250

      Questions and Problems 250

      End Notes 252

      Case 10-1: Roland Development Corp 253

      11 Attitude Measurement 255

      Learning Objectives 255

      Attitudes 256

      The Concept of Measurement and Scaling 257

      Types of Attitude Rating Scales 260

      General Guidelines for Developing a Multiple-Item Scale 271

      Interpreting Attitude Scales 274

      Choosing an Attitudinal Scale 275

      Accuracy of Attitude Measurements 277

      Scales in Cross-National Research 279

      Summary 280

      Questions and Problems 280

      End Notes 281

      Case 11-1: National Kitchens 282

      12 Designing the Questionnaire 284

      Learning Objectives 284

      Planning What to Measure 285

      Formatting the Question 287

      Question Wording: A Problem of Communication 292

      Sequence and Layout Decisions 297

      Questionnaire Design for International Research 303

      Summary 305

      Questions and Problems 305

      End Notes 309

      Case 12-1: Wine Horizons 309

      Case 12-2: Smith’s Clothing (A) 312

      Section C: Causal Research

      13 Experimentation 313

      Learning Objectives 313

      Descriptive versus Experimental Research 314

      What Constitutes Causality? 315

      Laboratory and Field Experiments 317

      Threats to Experimental Validity 318

      Issues in Experimental Research 320

      Types of Experimental Designs 322

      Guidelines for Conducting Experimental Research 336

      Limitations of Experiments 337

      Summary 339

      Questions and Problems 339

      End Notes 341

      Case 13-1: Evaluating Experimental Designs 341

      Case 13-2: Barrie Food Corporation 342

      Section D: Sampling

      14 Sampling Fundamentals 344

      Learning Objectives 344

      Sample or Census 344

      Sampling Process 346

      Probability Sampling 352

      Nonprobability Sampling 357

      Shopping Center Sampling 362

      Sampling in the International Context 363

      Summary 365

      Questions and Problems 366

      End Notes 368

      Case 14-1: Exercises in Sample Design 369

      Case 14-2: Talbot Razor Products Company 369

      15 Sample Size and Statistical Theory 372

      Learning Objectives 372

      Determining the Sample Size: Ad Hoc Methods 373

      Population Characteristics/Parameters 374

      Sample Characteristics/Statistics 375

      Sample Reliability 376

      Interval Estimation 378

      Sample Size Question 380

      Proportions 381

      Coefficient of Variation 383

      Stratified Sampling 383

      Multistage Design 386

      Sequential Sampling 386

      Summary 387

      Questions and Problems 387

      End Notes 389

      Cases for Part II 390

      Case II-1: Currency Concepts International 390

      Appendix A: Interview Guide for International Travelers (U.S. Citizens) 394

      Part III Data Analysis

      16 Fundamentals of Data Analysis 396

      Learning Objectives 396

      Preparing the Data for Analysis 397

      Strategy for Data Analysis 401

      Cross-Tabulations 405

      Factors Influencing the Choice of Statistical Technique 407

      An Overview of Statistical Techniques 409

      Summary 414

      Questions and Problems 414

      End Notes 415

      Appendix: Choice of a Statistical Package 415

      17 Hypothesis Testing: Basic Concepts and Tests of Associations 416

      Learning Objectives 416

      The Logic of Hypothesis Testing 417

      Steps in Hypothesis Testing 418

      Basic Concepts of Hypothesis Testing 419

      Cross-Tabulation and Chi-Square 422

      Summary 431

      Questions and Problems 431

      End Notes 432

      Case 17-1: Medical Systems Associates: Measuring Patient Satisfaction 433

      18 Hypothesis Testing: Means and Proportions 435

      Learning Objectives 435

      Commonly Used Hypothesis Tests in Marketing Research 436

      Relationship between Confidence Interval and Hypothesis Testing 439

      Analysis of Variance (ANOVA) 440

      The Probability‐Values (p‐Values) Approach to Hypothesis Testing 454

      Effect of Sample Size and Interpretation of Test Results 455

      Summary 456

      Questions and Problems 456

      End Notes 457

      Case 18-1: American Conservatory Theater 458

      Case 18-2: Apple Appliance Stores 459

      Part IV Special Topics in Data Analysis

      19 Correlation Analysis and Regression Analysis 461

      Learning Objectives 461

      Correlation Analysis 462

      Regression Analysis 466

      Summary 485

      Questions and Problems 486

      End Notes 488

      Case 19-1: The Seafood Grotto 489

      Case 19-2: Election Research Inc. 490

      20 Discriminant Factor and Cluster Analysis 491

      Learning Objectives 491

      Discriminant Analysis 491

      Multiple Discriminant Analysis 500

      Summary of Discriminant Analysis 504

      Factor and Cluster Analysis 504

      Factor Analysis 505

      Summary of Factor Analysis 516

      Cluster Analysis 517

      Summary of Cluster Analysis 527

      Questions and Problems 527

      End Notes 529

      Case 20-1: Southwest Utility 529

      Case 20-2: Store Image Study 530

      21 Multidimensional Scaling and Conjoint Analysis 533

      Learning Objectives 533

      Multidimensional Scaling 533

      Attribute‐Based Approaches 534

      Summary of MDS 543

      Conjoint Analysis 544

      Summary of Conjoint Analysis 551

      Questions and Problems 552

      End Notes 553

      Case 21-1: Nester’s Foods 554

      Case 21-2: The Electric Truck Case 555

      22 Presenting the Results 556

      Learning Objectives 556

      Guidelines for Successful Presentations 556

      Written Report 562

      Oral Presentation 566

      Relationship with the Client 569

      Summary 570

      Questions and Problems 570

      End Notes 570

      Part V Applications of Marketing Intelligence

      23 Marketing-Mix Measures 571

      Learning Objectives 571

      New-Product Research 572

      Pricing Research 582

      Distribution Research 585

      Promotion Research 591

      Total Quality Management 601

      Summary 606

      Questions and Problems 607

      End Notes 609

      Case 23-1: National Chemical Corporation 610

      Case 23-2: Hokey Pokey is Born in India 611

      24 Brand and Customer Metrics 613

      Learning Objectives 613

      Competitive Advantage 613

      Brand Equity 616

      Customer Satisfaction 622

      Contemporary Applications of Marketing Intelligence 628

      Maximizing Customer Profitability 630

      Summary 633

      Questions and Problems 633

      End Notes 633

      25 New Age Strategies 635

      Learning Objectives 635

      Database Marketing 636

      Relationship Marketing 645

      E-Commerce 649

      Mobile Marketing 652

      Social Marketing 654

      Experiential Marketing 658

      Word-of-Mouth Marketing 659

      Internet of Things 662

      Bots and Artificial Intelligence 664

      Blockchain 666

      Summary 668

      Questions and Problems 669

      End Notes 669

      Appendix A 673

      A-1. Standard Normal Cumulative Probability in Right‐Hand Tail for

      Positive Values of z; Areas are formed by Symmetry 673

      A-2. χ 2 Critical Points 674

      A-3. F Critical Points 676

      A-4. Cut‐Off Points for the Student’s t‐Distribution 681

      A-5. Procedures for Conducting Univariate and Multivariate Analysis in SPSS 682

      A-6. Output of Select Tables in SPSS 686

      Glossary 699

      Index 717

      Recently viewed products

      © 2026 Book Curl

        • American Express
        • Apple Pay
        • Diners Club
        • Discover
        • Google Pay
        • Maestro
        • Mastercard
        • PayPal
        • Shop Pay
        • Union Pay
        • Visa

        Login

        Forgot your password?

        Don't have an account yet?
        Create account