Global Wiring Harnesses Competitive Landscape Professional Research Report 2024

Research Summary

Wiring harnesses are intricate assemblies of wires, cables, connectors, terminals, and protective sleeves designed to transmit electrical signals and power within vehicles, machinery, electronic equipment, and other systems. They serve as organized and structured pathways that ensure efficient and reliable electrical connections between various components. Wiring harnesses are crucial in modern automotive systems, aerospace applications, industrial machinery, and electronics, where complex electrical circuits require organized and durable wiring solutions. These harnesses are carefully designed and manufactured to meet specific requirements such as electrical load capacities, environmental conditions (temperature, moisture, vibration), and space constraints within the system. They often incorporate color-coded wires, labeling, and protective insulation to facilitate installation, maintenance, and troubleshooting processes. Wiring harnesses play a critical role in ensuring electrical safety, reducing electromagnetic interference, and optimizing the functionality and performance of electrical systems in diverse applications.

According to DIResearch's in-depth investigation and research, the global Wiring Harnesses market size will reach US$ XX Million in 2024, and is expected to reach US$ XX Million in 2030, with a CAGR of XX% (2025-2030). Among them, the China market has changed rapidly in the past few years. The market size in 2024 will be US$ XX Million, accounting for approximately XX% of the world. It is expected to reach US$ XX Million in 2030, and the global share will reach XX%.

The major global manufacturers of Wiring Harnesses include Volex, Electri-Cord, Feller, Americord, Quail Electronics, Interpower, William Campbell, StayOnline, Tripplite, MEGA, Longwell, HL TECHNOLOGY, Hongchang Electronics, CHING CHENG, Prime Wire & Cable, AURICH, I-SHENG, Queenpuo, Yunhuan Electronics, Yung Li, ShangYu Jintao, QIAOPU, Ningbo Chenglong, Fund Resources Group, Wengling Antong, YFC-BonEagle etc. The global players competition landscape in this report is divided into three tiers. The first tiers is the global leading enterprise, which occupies a major market share, is in a leading position in the industry, has strong competitiveness and influence, and has a large revenue scale; the second tiers has a certain share and popularity in the market, actively follows the industry leaders in product, service or technological innovation, and has a medium revenue scale; the third tiers has a smaller share in the market, has a lower brand awareness, mainly focuses on the local market, and has a relatively small revenue scale.

This report studies the market size, price trends and future development prospects of Wiring Harnesses. Focus on analysing the market share, product portfolio, prices, sales volume, revenue and gross profit margin of global major manufacturers, as well as the market status and trends of different product types and applications in the global Wiring Harnesses market. The report data covers historical data from 2018 to 2023, based year in 2024 and forecast data from 2025 to 2030.

The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Wiring Harnesses market conditions and future development trends of key regions and countries, combined with industry-related policies and the latest technological developments, analyze the development characteristics of Wiring Harnesses industries in various regions and countries, help companies understand the development characteristics of each region, help companies formulate business strategies, and achieve the ultimate goal of the company's global development strategy.

The data sources of this report mainly include the National Bureau of Statistics, customs databases, industry associations, corporate financial reports, third-party databases, etc. Among them, macroeconomic data mainly comes from the National Bureau of Statistics, International Economic Research Organization; industry statistical data mainly come from industry associations; company data mainly comes from interviews, public information collection, third-party reliable databases, and price data mainly comes from various markets monitoring database.

Global Key Manufacturers of Wiring Harnesses Include:

Volex

Electri-Cord

Feller

Americord

Quail Electronics

Interpower

William Campbell

StayOnline

Tripplite

MEGA

Longwell

HL TECHNOLOGY

Hongchang Electronics

CHING CHENG

Prime Wire & Cable

AURICH

I-SHENG

Queenpuo

Yunhuan Electronics

Yung Li

ShangYu Jintao

QIAOPU

Ningbo Chenglong

Fund Resources Group

Wengling Antong

YFC-BonEagle

Wiring Harnesses Product Segment Include:

PVC & Rubber Materials

Halogen-free Materials

Wiring Harnesses Product Application Include:

Household Appliances

Computers and Consumer Electronics

Medical Devices

Automotive

Others

Chapter Scope

Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends

Chapter 2: Global Wiring Harnesses Capacity and Production Analysis

Chapter 3: Global Wiring Harnesses Industry PESTEL Analysis

Chapter 4: Global Wiring Harnesses Industry Porter's Five Forces Analysis

Chapter 5: Global Wiring Harnesses Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis

Chapter 6: Global Wiring Harnesses Market Size and Forecast by Type and Application Analysis

Chapter 7: North America Wiring Harnesses Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 8: Europe Wiring Harnesses Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 9: China Wiring Harnesses Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 10: APAC (Excl. China) Wiring Harnesses Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 11: Latin America Wiring Harnesses Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 12: Middle East and Africa Wiring Harnesses Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 13: Global Wiring Harnesses Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)

Chapter 14: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)

Chapter 15: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers

Chapter 16: Research Findings and Conclusion

Chapter 17: Methodology and Data Sources

Table of Contents

1 Wiring Harnesses Market Overview

1.1 Product Definition and Statistical Scope

1.2 Wiring Harnesses Product by Type

1.2.1 Global Wiring Harnesses Market Size by Type, 2023 VS 2024 VS 2030

1.2.2 PVC & Rubber Materials

1.2.3 Halogen-free Materials

1.3 Wiring Harnesses Product by Application

1.3.1 Global Wiring Harnesses Market Size by Application, 2023 VS 2024 VS 2030

1.3.2 Household Appliances

1.3.3 Computers and Consumer Electronics

1.3.4 Medical Devices

1.3.5 Automotive

1.3.6 Others

1.4 Global Wiring Harnesses Market Revenue and Sales Analysis

1.4.1 Global Wiring Harnesses Market Size Analysis (2019-2030)

1.4.2 Global Wiring Harnesses Market Sales Analysis (2019-2030)

1.4.3 Global Wiring Harnesses Market Sales Price Trend Analysis (2019-2030)

1.5 Wiring Harnesses Market Development Status and Trends

1.5.1 Wiring Harnesses Industry Development Status Analysis

1.5.2 Wiring Harnesses Industry Development Trends Analysis

2 Global Wiring Harnesses Capacity and Production Analysis

2.1 Global Wiring Harnesses Production Capacity (2019-2030)

2.2 Global Wiring Harnesses Production by Region: 2023 VS 2024 VS 2030

2.3 Global Wiring Harnesses Production by Region

2.3.1 Global Wiring Harnesses Historic Production by Region (2019-2024)

2.3.2 Global Wiring Harnesses Forecasted Production by Region (2025-2030)

2.3.3 Global Wiring Harnesses Production Market Share by Region (2019-2030)

3 Wiring Harnesses Market PESTEL Analysis

3.1 Political Factors Analysis

3.2 Economic Factors Analysis

3.3 Social Factors Analysis

3.4 Technological Factors Analysis

3.5 Environmental Factors Analysis

3.6 Legal Factors Analysis

4 Wiring Harnesses Market Porter's Five Forces Analysis

4.1 Competitive Rivalry

4.2 Threat of New Entrants

4.3 Bargaining Power of Suppliers

4.4 Bargaining Power of Buyers

4.5 Threat of Substitutes

5 Global Wiring Harnesses Market Analysis by Regions

5.1 Wiring Harnesses Overall Market: 2023 VS 2024 VS 2030

5.2 Global Wiring Harnesses Revenue and Forecast Analysis (2019-2030)

5.2.1 Global Wiring Harnesses Revenue and Market Share by Region (2019-2024)

5.2.2 Global Wiring Harnesses Revenue Forecast by Region (2025-2030)

5.3 Global Wiring Harnesses Sales and Forecast Analysis (2019-2030)

5.3.1 Global Wiring Harnesses Sales and Market Share by Region (2019-2024)

5.3.2 Global Wiring Harnesses Sales Forecast by Region (2025-2030)

5.4 Global Wiring Harnesses Sales Price Trend Analysis (2019-2030)

6 Global Wiring Harnesses Market Size by Type and Application

6.1 Global Wiring Harnesses Market Size by Type

6.1.1 Global Wiring Harnesses Revenue and Forecast Analysis by Type (2019-2030)

6.1.2 Global Wiring Harnesses Sales and Forecast Analysis by Type (2019-2030)

6.2 Global Wiring Harnesses Market Size by Application

6.2.1 Global Wiring Harnesses Revenue and Forecast Analysis by Application (2019-2030)

6.2.2 Global Wiring Harnesses Sales and Forecast Analysis by Application (2019-2030)

7 North America

7.1 North America Wiring Harnesses Market Size and Growth Rate Analysis (2019-2030)

7.2 North America Key Manufacturers Analysis

7.3 North America Wiring Harnesses Market Size by Type

7.3.1 North America Wiring Harnesses Sales by Type (2019-2030)

7.3.2 North America Wiring Harnesses Revenue by Type (2019-2030)

7.4 North America Wiring Harnesses Market Size by Application

7.4.1 North America Wiring Harnesses Sales by Application (2019-2030)

7.4.2 North America Wiring Harnesses Revenue by Application (2019-2030)

7.5 North America Wiring Harnesses Market Size by Country

7.5.1 US

7.5.2 Canada

8 Europe

8.1 Europe Wiring Harnesses Market Size and Growth Rate Analysis (2019-2030)

8.2 Europe Key Manufacturers Analysis

8.3 Europe Wiring Harnesses Market Size by Type

8.3.1 Europe Wiring Harnesses Sales by Type (2019-2030)

8.3.2 Europe Wiring Harnesses Revenue by Type (2019-2030)

8.4 Europe Wiring Harnesses Market Size by Application

8.4.1 Europe Wiring Harnesses Sales by Application (2019-2030)

8.4.2 ? Europe Wiring Harnesses Revenue by Application (2019-2030)

8.5 Europe Wiring Harnesses Market Size by Country

8.5.1 Germany

8.5.2 France

8.5.3 United Kingdom

8.5.4 Italy

8.5.5 Spain

8.5.6 Benelux

9 China

9.1 China Wiring Harnesses Market Size and Growth Rate Analysis (2019-2030)

9.2 China Key Manufacturers Analysis

9.3 China Wiring Harnesses Market Size by Type

9.3.1 China Wiring Harnesses Sales by Type (2019-2030)

9.3.2 China Wiring Harnesses Revenue by Type (2019-2030)

9.4 China Wiring Harnesses Market Size by Application

9.4.1 China Wiring Harnesses Sales by Application (2019-2030)

9.4.2 China Wiring Harnesses Revenue by Application (2019-2030)

10 APAC (excl. China)

10.1 APAC (excl. China) Wiring Harnesses Market Size and Growth Rate Analysis (2019-2030)

10.2 APAC (excl. China) Key Manufacturers Analysis

10.3 APAC (excl. China) Wiring Harnesses Market Size by Type

10.3.1 APAC (excl. China) Wiring Harnesses Sales by Type (2019-2030)

10.3.2 APAC (excl. China) Wiring Harnesses Revenue by Type (2019-2030)

10.4 APAC (excl. China) Wiring Harnesses Market Size by Application

10.4.1 APAC (excl. China) Wiring Harnesses Sales by Application (2019-2030)

10.4.2 APAC (excl. China) Wiring Harnesses Revenue by Application (2019-2030)

10.5 APAC (excl. China) Wiring Harnesses Market Size by Country

10.5.1 Japan

10.5.2 South Korea

10.5.3 India

10.5.4 Australia

10.5.5 Indonesia

10.5.6 Vietnam

10.5.7 Malaysia

10.5.8 Thailand

11 Latin America

11.1 Latin America Wiring Harnesses Market Size and Growth Rate Analysis (2019-2030)

11.2 Latin America Key Manufacturers Analysis

11.3 Latin America Wiring Harnesses Market Size by Type

11.3.1 Latin America Wiring Harnesses Sales by Type (2019-2030)

11.3.2 Latin America Wiring Harnesses Revenue by Type (2019-2030)

11.4 Latin America Wiring Harnesses Market Size by Application

11.4.1 Latin America Wiring Harnesses Sales by Application (2019-2030)

11.4.2 Latin America Wiring Harnesses Revenue by Application (2019-2030)

11.5 Latin America Wiring Harnesses Market Size by Country

11.5.1 Mexico

11.5.2 Brazil

12 Middle East & Africa

12.1 Middle East & Africa Wiring Harnesses Market Size and Growth Rate Analysis (2019-2030)

12.2 Middle East & Africa Key Manufacturers Analysis

12.3 Middle East & Africa Wiring Harnesses Market Size by Type

12.3.1 Middle East & Africa Wiring Harnesses Sales by Type (2019-2030)

12.3.2 Middle East & Africa Wiring Harnesses Revenue by Type (2019-2030)

12.4 Middle East & Africa Wiring Harnesses Market Size by Application

12.4.1 Middle East & Africa Wiring Harnesses Sales by Application (2019-2030)

12.4.2 Middle East & Africa Wiring Harnesses Revenue by Application (2019-2030)

12.5 Middle East & Africa Wiring Harnesses Market Size by Country

12.5.1 Saudi Arabia

12.5.2 South Africa

13 Competition by Manufacturers

13.1 Global Wiring Harnesses Market Sales, Revenue and Price by Key Manufacturers (2020-2024)

13.1.1 Global Wiring Harnesses Market Sales by Key Manufacturers (2020-2024)

13.1.2 Global Wiring Harnesses Market Revenue by Key Manufacturers (2020-2024)

13.1.3 Global Wiring Harnesses Average Sales Price by Manufacturers (2020-2024)

13.2 Wiring Harnesses Competitive Landscape Analysis and Market Dynamic

13.2.1 Wiring Harnesses Competitive Landscape Analysis

13.2.2 Global Key Manufacturers Headquarter Location and Key Area Sales

13.2.3 Market Dynamic

14 Key Companies Analysis

14.1 Volex

14.1.1 Volex Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.1.2 Volex Wiring Harnesses Product Portfolio

14.1.3 Volex Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.2 Electri-Cord

14.2.1 Electri-Cord Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.2.2 Electri-Cord Wiring Harnesses Product Portfolio

14.2.3 Electri-Cord Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.3 Feller

14.3.1 Feller Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.3.2 Feller Wiring Harnesses Product Portfolio

14.3.3 Feller Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.4 Americord

14.4.1 Americord Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.4.2 Americord Wiring Harnesses Product Portfolio

14.4.3 Americord Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.5 Quail Electronics

14.5.1 Quail Electronics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.5.2 Quail Electronics Wiring Harnesses Product Portfolio

14.5.3 Quail Electronics Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.6 Interpower

14.6.1 Interpower Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.6.2 Interpower Wiring Harnesses Product Portfolio

14.6.3 Interpower Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.7 William Campbell

14.7.1 William Campbell Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.7.2 William Campbell Wiring Harnesses Product Portfolio

14.7.3 William Campbell Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.8 StayOnline

14.8.1 StayOnline Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.8.2 StayOnline Wiring Harnesses Product Portfolio

14.8.3 StayOnline Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.9 Tripplite

14.9.1 Tripplite Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.9.2 Tripplite Wiring Harnesses Product Portfolio

14.9.3 Tripplite Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.10 MEGA

14.10.1 MEGA Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.10.2 MEGA Wiring Harnesses Product Portfolio

14.10.3 MEGA Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.11 Longwell

14.11.1 Longwell Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.11.2 Longwell Wiring Harnesses Product Portfolio

14.11.3 Longwell Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.12 HL TECHNOLOGY

14.12.1 HL TECHNOLOGY Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.12.2 HL TECHNOLOGY Wiring Harnesses Product Portfolio

14.12.3 HL TECHNOLOGY Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.13 Hongchang Electronics

14.13.1 Hongchang Electronics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.13.2 Hongchang Electronics Wiring Harnesses Product Portfolio

14.13.3 Hongchang Electronics Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.14 CHING CHENG

14.14.1 CHING CHENG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.14.2 CHING CHENG Wiring Harnesses Product Portfolio

14.14.3 CHING CHENG Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.15 Prime Wire & Cable

14.15.1 Prime Wire & Cable Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.15.2 Prime Wire & Cable Wiring Harnesses Product Portfolio

14.15.3 Prime Wire & Cable Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.16 AURICH

14.16.1 AURICH Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.16.2 AURICH Wiring Harnesses Product Portfolio

14.16.3 AURICH Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.17 I-SHENG

14.17.1 I-SHENG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.17.2 I-SHENG Wiring Harnesses Product Portfolio

14.17.3 I-SHENG Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.18 Queenpuo

14.18.1 Queenpuo Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.18.2 Queenpuo Wiring Harnesses Product Portfolio

14.18.3 Queenpuo Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.19 Yunhuan Electronics

14.19.1 Yunhuan Electronics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.19.2 Yunhuan Electronics Wiring Harnesses Product Portfolio

14.19.3 Yunhuan Electronics Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.20 Yung Li

14.20.1 Yung Li Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.20.2 Yung Li Wiring Harnesses Product Portfolio

14.20.3 Yung Li Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.21 ShangYu Jintao

14.21.1 ShangYu Jintao Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.21.2 ShangYu Jintao Wiring Harnesses Product Portfolio

14.21.3 ShangYu Jintao Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.22 QIAOPU

14.22.1 QIAOPU Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.22.2 QIAOPU Wiring Harnesses Product Portfolio

14.22.3 QIAOPU Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.23 Ningbo Chenglong

14.23.1 Ningbo Chenglong Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.23.2 Ningbo Chenglong Wiring Harnesses Product Portfolio

14.23.3 Ningbo Chenglong Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.24 Fund Resources Group

14.24.1 Fund Resources Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.24.2 Fund Resources Group Wiring Harnesses Product Portfolio

14.24.3 Fund Resources Group Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.25 Wengling Antong

14.25.1 Wengling Antong Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.25.2 Wengling Antong Wiring Harnesses Product Portfolio

14.25.3 Wengling Antong Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14.26 YFC-BonEagle

14.26.1 YFC-BonEagle Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

14.26.2 YFC-BonEagle Wiring Harnesses Product Portfolio

14.26.3 YFC-BonEagle Wiring Harnesses Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

15 Industry Chain Analysis

15.1 Wiring Harnesses Industry Chain Analysis

15.2 Wiring Harnesses Industry Upstream Supply Analysis

15.2.1 Upstream Key Raw Material Supply Analysis

15.2.2 Raw Material Suppliers and Contact Information

15.3 Wiring Harnesses Typical Downstream Customers

15.4 Wiring Harnesses Sales Channel Analysis

16 Research Findings and Conclusion

17 Methodology and Data Source

17.1 Methodology/Research Approach

17.2 Research Scope

17.3 Benchmarks and Assumptions

17.4 Date Source

17.4.1 Primary Sources

17.4.2 Secondary Sources

17.5 Data Cross Validation

17.6 Disclaimer

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