Global Roofing Underlying Materials Competitive Landscape Professional Research Report 2024

Global Roofing Underlying Materials Competitive Landscape Professional Research Report 2024



Research Summary

Roofing underlying materials are essential components of roofing systems, installed directly onto the roof deck to provide structural support, insulation, and weatherproofing beneath the outermost roofing material. Common types of roofing underlying materials include sheathing boards, such as plywood or oriented strand board (OSB), which serve as the base for attaching roofing materials and provide stability and strength to the roof structure. Additionally, roofing underlayments, typically made of asphalt-saturated felt, synthetic membranes, or rubberized asphalt, are installed over the sheathing to provide a secondary barrier against water infiltration and moisture buildup. These materials play a critical role in protecting the roof deck and interior of the building from water damage, rot, and mold growth, while also enhancing the overall weather resistance and durability of the roofing system. Furthermore, insulation materials, such as rigid foam boards or spray foam insulation, may be installed between the roof rafters or on top of the roof deck to improve energy efficiency, thermal comfort, and soundproofing within the building. Roofing underlying materials are integral to the construction and performance of roofing systems, providing structural support, weatherproofing, and insulation to ensure the longevity and integrity of the roof.

According to DIResearch's in-depth investigation and research, the global Roofing Underlying Materials market size will reach XX US$ Million in 2024, and is expected to reach XX US$ 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 XX US$ Million, accounting for approximately XX% of the world. It is expected to reach XX US$ Million in 2030, and the global share will reach XX%.

The major global manufacturers of Roofing Underlying Materials include GAF, DuPont, Carlisle, Soprema Group, Renolit, Sika, Oriental Yuhong, CertainTeed, Owens Corning, TehnoNICOL, Atlas Roofing, Hongyuan Waterproof, Fosroc, CKS, Joaboa Technology, TAMKO Building Products, Bauder, Jianguo Weiye Waterproof, Hangzhou Jinwu, Yuhong Waterproof, Polyglass, Yuwang Group, IKO Industries 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 Roofing Underlying Materials. 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 Roofing Underlying Materials 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 Roofing Underlying Materials 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 Roofing Underlying Materials 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 Roofing Underlying Materials Include:

GAF

DuPont

Carlisle

Soprema Group

Renolit

Sika

Oriental Yuhong

CertainTeed

Owens Corning

TehnoNICOL

Atlas Roofing

Hongyuan Waterproof

Fosroc

CKS

Joaboa Technology

TAMKO Building Products

Bauder

Jianguo Weiye Waterproof

Hangzhou Jinwu

Yuhong Waterproof

Polyglass

Yuwang Group

IKO Industries

Roofing Underlying Materials Product Segment Include:

Asphalt-Saturated Felt Roofing Underlying

Modified Asphalt Roofing Underlying

Non-Bitumen Synthetic Roofing Underlying

Roofing Underlying Materials Product Application Include:

Residential

Non-Residential

Chapter Scope

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

Chapter 2: Global Roofing Underlying Materials Capacity and Production Analysis

Chapter 3: Global Roofing Underlying Materials Industry PESTEL Analysis

Chapter 4: Global Roofing Underlying Materials Industry Porter’s Five Forces Analysis

Chapter 5: Global Roofing Underlying Materials Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis

Chapter 6: Global Roofing Underlying Materials Market Size and Forecast by Type and Application Analysis

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

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

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

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

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

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

Chapter 13: Global Roofing Underlying Materials 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


1 Roofing Underlying Materials Market Overview
1.1 Product Definition and Statistical Scope
1.2 Roofing Underlying Materials Product by Type
1.2.1 Global Roofing Underlying Materials Market Size by Type, 2023 VS 2024 VS 2030
1.2.2 Asphalt-Saturated Felt Roofing Underlying
1.2.3 Modified Asphalt Roofing Underlying
1.2.4 Non-Bitumen Synthetic Roofing Underlying
1.3 Roofing Underlying Materials Product by Application
1.3.1 Global Roofing Underlying Materials Market Size by Application, 2023 VS 2024 VS 2030
1.3.2 Residential
1.3.3 Non-Residential
1.4 Global Roofing Underlying Materials Market Revenue and Sales Analysis
1.4.1 Global Roofing Underlying Materials Market Size Analysis (2019-2030)
1.4.2 Global Roofing Underlying Materials Market Sales Analysis (2019-2030)
1.4.3 Global Roofing Underlying Materials Market Sales Price Trend Analysis (2019-2030)
1.5 Roofing Underlying Materials Market Development Status and Trends
1.5.1 Roofing Underlying Materials Industry Development Status Analysis
1.5.2 Roofing Underlying Materials Industry Development Trends Analysis
2 Global Roofing Underlying Materials Capacity and Production Analysis
2.1 Global Roofing Underlying Materials Production Capacity (2019-2030)
2.2 Global Roofing Underlying Materials Production by Region: 2023 VS 2024 VS 2030
2.3 Global Roofing Underlying Materials Production by Region
2.3.1 Global Roofing Underlying Materials Historic Production by Region (2019-2024)
2.3.2 Global Roofing Underlying Materials Forecasted Production by Region (2025-2030)
2.3.3 Global Roofing Underlying Materials Production Market Share by Region (2019-2030)
3 Roofing Underlying Materials 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 Roofing Underlying Materials 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 Roofing Underlying Materials Market Analysis by Regions
5.1 Roofing Underlying Materials Overall Market: 2023 VS 2024 VS 2030
5.2 Global Roofing Underlying Materials Revenue and Forecast Analysis (2019-2030)
5.2.1 Global Roofing Underlying Materials Revenue and Market Share by Region (2019-2024)
5.2.2 Global Roofing Underlying Materials Revenue Forecast by Region (2025-2030)
5.3 Global Roofing Underlying Materials Sales and Forecast Analysis (2019-2030)
5.3.1 Global Roofing Underlying Materials Sales and Market Share by Region (2019-2024)
5.3.2 Global Roofing Underlying Materials Sales Forecast by Region (2025-2030)
5.4 Global Roofing Underlying Materials Sales Price Trend Analysis (2019-2030)
6 Global Roofing Underlying Materials Market Size by Type and Application
6.1 Global Roofing Underlying Materials Market Size by Type
6.1.1 Global Roofing Underlying Materials Revenue and Forecast Analysis by Type (2019-2030)
6.1.2 Global Roofing Underlying Materials Sales and Forecast Analysis by Type (2019-2030)
6.2 Global Roofing Underlying Materials Market Size by Application
6.2.1 Global Roofing Underlying Materials Revenue and Forecast Analysis by Application (2019-2030)
6.2.2 Global Roofing Underlying Materials Sales and Forecast Analysis by Application (2019-2030)
7 North America
7.1 North America Roofing Underlying Materials Market Size and Growth Rate Analysis (2019-2030)
7.2 North America Key Manufacturers Analysis
7.3 North America Roofing Underlying Materials Market Size by Type
7.3.1 North America Roofing Underlying Materials Sales by Type (2019-2030)
7.3.2 North America Roofing Underlying Materials Revenue by Type (2019-2030)
7.4 North America Roofing Underlying Materials Market Size by Application
7.4.1 North America Roofing Underlying Materials Sales by Application (2019-2030)
7.4.2 North America Roofing Underlying Materials Revenue by Application (2019-2030)
7.5 North America Roofing Underlying Materials Market Size by Country
7.5.1 US
7.5.2 Canada
8 Europe
8.1 Europe Roofing Underlying Materials Market Size and Growth Rate Analysis (2019-2030)
8.2 Europe Key Manufacturers Analysis
8.3 Europe Roofing Underlying Materials Market Size by Type
8.3.1 Europe Roofing Underlying Materials Sales by Type (2019-2030)
8.3.2 Europe Roofing Underlying Materials Revenue by Type (2019-2030)
8.4 Europe Roofing Underlying Materials Market Size by Application
8.4.1 Europe Roofing Underlying Materials Sales by Application (2019-2030)
8.4.2  Europe Roofing Underlying Materials Revenue by Application (2019-2030)
8.5 Europe Roofing Underlying Materials 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 Roofing Underlying Materials Market Size and Growth Rate Analysis (2019-2030)
9.2 China Key Manufacturers Analysis
9.3 China Roofing Underlying Materials Market Size by Type
9.3.1 China Roofing Underlying Materials Sales by Type (2019-2030)
9.3.2 China Roofing Underlying Materials Revenue by Type (2019-2030)
9.4 China Roofing Underlying Materials Market Size by Application
9.4.1 China Roofing Underlying Materials Sales by Application (2019-2030)
9.4.2 China Roofing Underlying Materials Revenue by Application (2019-2030)
10 APAC (excl. China)
10.1 APAC (excl. China) Roofing Underlying Materials Market Size and Growth Rate Analysis (2019-2030)
10.2 APAC (excl. China) Key Manufacturers Analysis
10.3 APAC (excl. China) Roofing Underlying Materials Market Size by Type
10.3.1 APAC (excl. China) Roofing Underlying Materials Sales by Type (2019-2030)
10.3.2 APAC (excl. China) Roofing Underlying Materials Revenue by Type (2019-2030)
10.4 APAC (excl. China) Roofing Underlying Materials Market Size by Application
10.4.1 APAC (excl. China) Roofing Underlying Materials Sales by Application (2019-2030)
10.4.2 APAC (excl. China) Roofing Underlying Materials Revenue by Application (2019-2030)
10.5 APAC (excl. China) Roofing Underlying Materials 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 Roofing Underlying Materials Market Size and Growth Rate Analysis (2019-2030)
11.2 Latin America Key Manufacturers Analysis
11.3 Latin America Roofing Underlying Materials Market Size by Type
11.3.1 Latin America Roofing Underlying Materials Sales by Type (2019-2030)
11.3.2 Latin America Roofing Underlying Materials Revenue by Type (2019-2030)
11.4 Latin America Roofing Underlying Materials Market Size by Application
11.4.1 Latin America Roofing Underlying Materials Sales by Application (2019-2030)
11.4.2 Latin America Roofing Underlying Materials Revenue by Application (2019-2030)
11.5 Latin America Roofing Underlying Materials Market Size by Country
11.5.1 Mexico
11.5.2 Brazil
12 Middle East & Africa
12.1 Middle East & Africa Roofing Underlying Materials Market Size and Growth Rate Analysis (2019-2030)
12.2 Middle East & Africa Key Manufacturers Analysis
12.3 Middle East & Africa Roofing Underlying Materials Market Size by Type
12.3.1 Middle East & Africa Roofing Underlying Materials Sales by Type (2019-2030)
12.3.2 Middle East & Africa Roofing Underlying Materials Revenue by Type (2019-2030)
12.4 Middle East & Africa Roofing Underlying Materials Market Size by Application
12.4.1 Middle East & Africa Roofing Underlying Materials Sales by Application (2019-2030)
12.4.2 Middle East & Africa Roofing Underlying Materials Revenue by Application (2019-2030)
12.5 Middle East & Africa Roofing Underlying Materials Market Size by Country
12.5.1 Saudi Arabia
12.5.2 South Africa
13 Competition by Manufacturers
13.1 Global Roofing Underlying Materials Market Sales, Revenue and Price by Key Manufacturers (2020-2024)
13.1.1 Global Roofing Underlying Materials Market Sales by Key Manufacturers (2020-2024)
13.1.2 Global Roofing Underlying Materials Market Revenue by Key Manufacturers (2020-2024)
13.1.3 Global Roofing Underlying Materials Average Sales Price by Manufacturers (2020-2024)
13.2 Roofing Underlying Materials Competitive Landscape Analysis and Market Dynamic
13.2.1 Roofing Underlying Materials 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 GAF
14.1.1 GAF Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.1.2 GAF Roofing Underlying Materials Product Portfolio
14.1.3 GAF Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.2 DuPont
14.2.1 DuPont Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.2.2 DuPont Roofing Underlying Materials Product Portfolio
14.2.3 DuPont Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.3 Carlisle
14.3.1 Carlisle Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.3.2 Carlisle Roofing Underlying Materials Product Portfolio
14.3.3 Carlisle Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.4 Soprema Group
14.4.1 Soprema Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.4.2 Soprema Group Roofing Underlying Materials Product Portfolio
14.4.3 Soprema Group Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.5 Renolit
14.5.1 Renolit Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.5.2 Renolit Roofing Underlying Materials Product Portfolio
14.5.3 Renolit Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.6 Sika
14.6.1 Sika Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.6.2 Sika Roofing Underlying Materials Product Portfolio
14.6.3 Sika Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.7 Oriental Yuhong
14.7.1 Oriental Yuhong Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.7.2 Oriental Yuhong Roofing Underlying Materials Product Portfolio
14.7.3 Oriental Yuhong Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.8 CertainTeed
14.8.1 CertainTeed Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.8.2 CertainTeed Roofing Underlying Materials Product Portfolio
14.8.3 CertainTeed Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.9 Owens Corning
14.9.1 Owens Corning Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.9.2 Owens Corning Roofing Underlying Materials Product Portfolio
14.9.3 Owens Corning Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.10 TehnoNICOL
14.10.1 TehnoNICOL Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.10.2 TehnoNICOL Roofing Underlying Materials Product Portfolio
14.10.3 TehnoNICOL Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.11 Atlas Roofing
14.11.1 Atlas Roofing Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.11.2 Atlas Roofing Roofing Underlying Materials Product Portfolio
14.11.3 Atlas Roofing Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.12 Hongyuan Waterproof
14.12.1 Hongyuan Waterproof Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.12.2 Hongyuan Waterproof Roofing Underlying Materials Product Portfolio
14.12.3 Hongyuan Waterproof Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.13 Fosroc
14.13.1 Fosroc Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.13.2 Fosroc Roofing Underlying Materials Product Portfolio
14.13.3 Fosroc Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.14 CKS
14.14.1 CKS Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.14.2 CKS Roofing Underlying Materials Product Portfolio
14.14.3 CKS Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.15 Joaboa Technology
14.15.1 Joaboa Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.15.2 Joaboa Technology Roofing Underlying Materials Product Portfolio
14.15.3 Joaboa Technology Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.16 TAMKO Building Products
14.16.1 TAMKO Building Products Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.16.2 TAMKO Building Products Roofing Underlying Materials Product Portfolio
14.16.3 TAMKO Building Products Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.17 Bauder
14.17.1 Bauder Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.17.2 Bauder Roofing Underlying Materials Product Portfolio
14.17.3 Bauder Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.18 Jianguo Weiye Waterproof
14.18.1 Jianguo Weiye Waterproof Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.18.2 Jianguo Weiye Waterproof Roofing Underlying Materials Product Portfolio
14.18.3 Jianguo Weiye Waterproof Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.19 Hangzhou Jinwu
14.19.1 Hangzhou Jinwu Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.19.2 Hangzhou Jinwu Roofing Underlying Materials Product Portfolio
14.19.3 Hangzhou Jinwu Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.20 Yuhong Waterproof
14.20.1 Yuhong Waterproof Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.20.2 Yuhong Waterproof Roofing Underlying Materials Product Portfolio
14.20.3 Yuhong Waterproof Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.21 Polyglass
14.21.1 Polyglass Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.21.2 Polyglass Roofing Underlying Materials Product Portfolio
14.21.3 Polyglass Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.22 Yuwang Group
14.22.1 Yuwang Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.22.2 Yuwang Group Roofing Underlying Materials Product Portfolio
14.22.3 Yuwang Group Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14.23 IKO Industries
14.23.1 IKO Industries Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
14.23.2 IKO Industries Roofing Underlying Materials Product Portfolio
14.23.3 IKO Industries Roofing Underlying Materials Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
15 Industry Chain Analysis
15.1 Roofing Underlying Materials Industry Chain Analysis
15.2 Roofing Underlying Materials Industry Upstream Supply Analysis
15.2.1 Upstream Key Raw Material Supply Analysis
15.2.2 Raw Material Suppliers and Contact Information
15.3 Roofing Underlying Materials Typical Downstream Customers
15.4 Roofing Underlying Materials 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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