Global Fiber Ceramic Competitive Landscape Professional Research Report 2025
Description
Research Summary
Fiber ceramic, often referred to as ceramic fiber or refractory ceramic fiber (RCF), is a high-temperature insulation material made from extremely fine and heat-resistant fibers, typically alumina-silica-based or composed of other ceramic compounds. These fibers are processed and formed into blankets, boards, papers, textiles, or other shapes and configurations used in various industrial and thermal insulation applications. Fiber ceramics exhibit excellent insulating properties, with high-temperature resistance, low thermal conductivity, and lightweight characteristics. They are commonly used to line industrial furnaces, kilns, and ovens, providing thermal insulation and enhancing energy efficiency in high-temperature processes while withstanding extreme heat and thermal shock. Fiber ceramics are also employed in the aerospace, automotive, and metallurgical industries, among others, for their ability to protect against high temperatures and to provide fire-resistant and thermal insulation solutions.
According to DIResearch's in-depth investigation and research, the global Fiber Ceramic market size was valued at XX Million USD in 2024 and is projected to reach XX Million USD by 2032, with a CAGR of XX% (2025-2032). Notably, the China market has changed rapidly in the past few years. By 2024, China's market size is expected to be XX Million USD, representing approximately XX% of the global market share. By 2032, it is anticipated to grow further to XX Million USD, contributing XX% to the worldwide market share.
The major global manufacturers of Fiber Ceramic include Morgan Thermal Ceramics, Unifrax, Nutec, Ibiden, Isolite Insulating Products, Luyang Energy-Saving Materials, Hongyang Refractory Materials, Rath, Yeso Insulating Products etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Fiber Ceramic. Focus on analysing the market share, product portfolio, prices, sales, 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 Fiber Ceramic market. The report data covers historical data from 2020 to 2024, based year in 2025 and forecast data from 2026 to 2032.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Fiber Ceramic 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 Fiber Ceramic 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 Fiber Ceramic Include:
Morgan Thermal Ceramics
Unifrax
Nutec
Ibiden
Isolite Insulating Products
Luyang Energy-Saving Materials
Hongyang Refractory Materials
Rath
Yeso Insulating Products
Fiber Ceramic Product Segment Include:
Ceramic Fiber Blanket
Ceramic Fiber Board
Other
Fiber Ceramic Product Application Include:
Aerospace and Defense
Chemical
Steel
Electrical Appliances
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Fiber Ceramic Capacity and Production Analysis
Chapter 3: Global Fiber Ceramic Industry PESTEL Analysis
Chapter 4: Global Fiber Ceramic Industry Porter's Five Forces Analysis
Chapter 5: Global Fiber Ceramic Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Fiber Ceramic Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Fiber Ceramic 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
Fiber ceramic, often referred to as ceramic fiber or refractory ceramic fiber (RCF), is a high-temperature insulation material made from extremely fine and heat-resistant fibers, typically alumina-silica-based or composed of other ceramic compounds. These fibers are processed and formed into blankets, boards, papers, textiles, or other shapes and configurations used in various industrial and thermal insulation applications. Fiber ceramics exhibit excellent insulating properties, with high-temperature resistance, low thermal conductivity, and lightweight characteristics. They are commonly used to line industrial furnaces, kilns, and ovens, providing thermal insulation and enhancing energy efficiency in high-temperature processes while withstanding extreme heat and thermal shock. Fiber ceramics are also employed in the aerospace, automotive, and metallurgical industries, among others, for their ability to protect against high temperatures and to provide fire-resistant and thermal insulation solutions.
According to DIResearch's in-depth investigation and research, the global Fiber Ceramic market size was valued at XX Million USD in 2024 and is projected to reach XX Million USD by 2032, with a CAGR of XX% (2025-2032). Notably, the China market has changed rapidly in the past few years. By 2024, China's market size is expected to be XX Million USD, representing approximately XX% of the global market share. By 2032, it is anticipated to grow further to XX Million USD, contributing XX% to the worldwide market share.
The major global manufacturers of Fiber Ceramic include Morgan Thermal Ceramics, Unifrax, Nutec, Ibiden, Isolite Insulating Products, Luyang Energy-Saving Materials, Hongyang Refractory Materials, Rath, Yeso Insulating Products etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Fiber Ceramic. Focus on analysing the market share, product portfolio, prices, sales, 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 Fiber Ceramic market. The report data covers historical data from 2020 to 2024, based year in 2025 and forecast data from 2026 to 2032.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Fiber Ceramic 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 Fiber Ceramic 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 Fiber Ceramic Include:
Morgan Thermal Ceramics
Unifrax
Nutec
Ibiden
Isolite Insulating Products
Luyang Energy-Saving Materials
Hongyang Refractory Materials
Rath
Yeso Insulating Products
Fiber Ceramic Product Segment Include:
Ceramic Fiber Blanket
Ceramic Fiber Board
Other
Fiber Ceramic Product Application Include:
Aerospace and Defense
Chemical
Steel
Electrical Appliances
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Fiber Ceramic Capacity and Production Analysis
Chapter 3: Global Fiber Ceramic Industry PESTEL Analysis
Chapter 4: Global Fiber Ceramic Industry Porter's Five Forces Analysis
Chapter 5: Global Fiber Ceramic Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 6: Global Fiber Ceramic Market Size and Forecast by Type and Application Analysis
Chapter 7: North America Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: Europe Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: China Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: APAC (Excl. China) Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Latin America Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Middle East and Africa Fiber Ceramic Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 13: Global Fiber Ceramic 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
170 Pages
- 1 Fiber Ceramic Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Fiber Ceramic Product by Type
- 1.2.1 Ceramic Fiber Blanket
- 1.2.2 Ceramic Fiber Board
- 1.2.3 Other
- 1.3 Fiber Ceramic Product by Application
- 1.3.1 Aerospace and Defense
- 1.3.2 Chemical
- 1.3.3 Steel
- 1.3.4 Electrical Appliances
- 1.3.5 Others
- 1.4 Global Fiber Ceramic Market Revenue and Sales Analysis
- 1.4.1 Global Fiber Ceramic Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Fiber Ceramic Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Fiber Ceramic Market Sales Price Trend Analysis (2020-2032)
- 1.5 Fiber Ceramic Industry Trends and Innovation
- 1.5.1 Fiber Ceramic Industry Trends and Innovation
- 1.5.2 Fiber Ceramic Market Drivers and Challenges
- 2 Global Fiber Ceramic Capacity and Production Analysis
- 2.1 Global Fiber Ceramic Capacity, Production and Utilization (2020-2032)
- 2.2 Global Fiber Ceramic Production Growth Trend by Region: 2024 VS 2025 VS 2030
- 2.3 Global Fiber Ceramic Production by Region
- 2.3.1 Global Fiber Ceramic Production by Region (2020-2025)
- 2.3.2 Global Fiber Ceramic Production Forecast by Region (2026-2032)
- 2.3.3 Global Fiber Ceramic Production Market Share by Region (2020-2032)
- 3 Fiber Ceramic 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 Fiber Ceramic 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 Fiber Ceramic Market Analysis by Regions
- 5.1 Fiber Ceramic Overall Market: 2024 VS 2025 VS 2032
- 5.2 Global Fiber Ceramic Revenue and Forecast Analysis (2020-2032)
- 5.2.1 Global Fiber Ceramic Revenue and Market Share by Region (2020-2025)
- 5.2.2 Global Fiber Ceramic Revenue and Market Forecast by Region (2026-2032)
- 5.3 Global Fiber Ceramic Sales and Forecast Analysis (2020-2032)
- 5.3.1 Global Fiber Ceramic Sales and Market Share by Region (2020-2025)
- 5.3.2 Global Fiber Ceramic Sales and Market Forecast by Region (2026-2032)
- 5.4 Global Fiber Ceramic Sales Price Trend Analysis (2020-2032)
- 6 Global Fiber Ceramic Market Size by Type and Application
- 6.1 Global Fiber Ceramic Market Size by Type
- 6.1.1 Global Fiber Ceramic Revenue and Forecast Analysis by Type (2020-2032)
- 6.1.2 Global Fiber Ceramic Sales and Forecast Analysis by Type (2020-2032)
- 6.2 Global Fiber Ceramic Market Size by Application
- 6.2.1 Global Fiber Ceramic Revenue and Forecast Analysis by Application (2020-2032)
- 6.2.2 Global Fiber Ceramic Sales and Forecast Analysis by Application (2020-2032)
- 7 North America
- 7.1 North America Fiber Ceramic Market Size and Growth Rate Analysis (2020-2032)
- 7.2 North America Key Manufacturers Analysis
- 7.3 North America Fiber Ceramic Market Size by Type
- 7.3.1 North America Fiber Ceramic Sales by Type (2020-2032)
- 7.3.2 North America Fiber Ceramic Revenue by Type (2020-2032)
- 7.4 North America Fiber Ceramic Market Size by Application
- 7.4.1 North America Fiber Ceramic Sales by Application (2020-2032)
- 7.4.2 North America Fiber Ceramic Revenue by Application (2020-2032)
- 7.5 North America Fiber Ceramic Market Size by Country
- 7.5.1 US
- 7.5.2 Canada
- 8 Europe
- 8.1 Europe Fiber Ceramic Market Size and Growth Rate Analysis (2020-2032)
- 8.2 Europe Key Manufacturers Analysis
- 8.3 Europe Fiber Ceramic Market Size by Type
- 8.3.1 Europe Fiber Ceramic Sales by Type (2020-2032)
- 8.3.2 Europe Fiber Ceramic Revenue by Type (2020-2032)
- 8.4 Europe Fiber Ceramic Market Size by Application
- 8.4.1 Europe Fiber Ceramic Sales by Application (2020-2032)
- 8.4.2 Europe Fiber Ceramic Revenue by Application (2020-2032)
- 8.5 Europe Fiber Ceramic 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 Fiber Ceramic Market Size and Growth Rate Analysis (2020-2032)
- 9.2 China Key Manufacturers Analysis
- 9.3 China Fiber Ceramic Market Size by Type
- 9.3.1 China Fiber Ceramic Sales by Type (2020-2032)
- 9.3.2 China Fiber Ceramic Revenue by Type (2020-2032)
- 9.4 China Fiber Ceramic Market Size by Application
- 9.4.1 China Fiber Ceramic Sales by Application (2020-2032)
- 9.4.2 China Fiber Ceramic Revenue by Application (2020-2032)
- 10 APAC (excl. China)
- 10.1 APAC (excl. China) Fiber Ceramic Market Size and Growth Rate Analysis (2020-2032)
- 10.2 APAC (excl. China) Key Manufacturers Analysis
- 10.3 APAC (excl. China) Fiber Ceramic Market Size by Type
- 10.3.1 APAC (excl. China) Fiber Ceramic Sales by Type (2020-2032)
- 10.3.2 APAC (excl. China) Fiber Ceramic Revenue by Type (2020-2032)
- 10.4 APAC (excl. China) Fiber Ceramic Market Size by Application
- 10.4.1 APAC (excl. China) Fiber Ceramic Sales by Application (2020-2032)
- 10.4.2 APAC (excl. China) Fiber Ceramic Revenue by Application (2020-2032)
- 10.5 APAC (excl. China) Fiber Ceramic Market Size by Country
- 10.5.1 Japan
- 10.5.2 South Korea
- 10.5.3 India
- 10.5.4 Australia
- 10.5.5 Southeast Asia
- 11 Latin America
- 11.1 Latin America Fiber Ceramic Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Latin America Key Manufacturers Analysis
- 1`.3 Latin America Fiber Ceramic Market Size by Type
- 11.3.1 Latin America Fiber Ceramic Sales by Type (2020-2032)
- 11.3.2 Latin America Fiber Ceramic Revenue by Type (2020-2032)
- 11.4 Latin America Fiber Ceramic Market Size by Application
- 11.4.1 Latin America Fiber Ceramic Sales by Application (2020-2032)
- 11.4.2 Latin America Fiber Ceramic Revenue by Application (2020-2032)
- 11.5 Latin America Fiber Ceramic Market Size by Country
- 11.6 Latin America Fiber Ceramic Market Size by Country
- 11.6.1 Mexico
- 11.6.2 Brazil
- 12 Middle East & Africa
- 12.1 Middle East & Africa Fiber Ceramic Market Size and Growth Rate Analysis (2020-2032)
- 12.2 Middle East & Africa Key Manufacturers Analysis
- 12.3 Middle East & Africa Fiber Ceramic Market Size by Type
- 12.3.1 Middle East & Africa Fiber Ceramic Sales by Type (2020-2032)
- 12.3.2 Middle East & Africa Fiber Ceramic Revenue by Type (2020-2032)
- 12.4 Middle East & Africa Fiber Ceramic Market Size by Application
- 12.4.1 Middle East & Africa Fiber Ceramic Sales by Application (2020-2032)
- 12.4.2 Middle East & Africa Fiber Ceramic Revenue by Application (2020-2032)
- 12.5 Middle East Fiber Ceramic Market Size by Country
- 12.5.1 Saudi Arabia
- 12.5.2 South Africa
- 13 Competition by Manufacturers
- 13.1 Global Fiber Ceramic Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 13.1.1 Global Fiber Ceramic Market Sales by Key Manufacturers (2021-2025)
- 13.1.2 Global Fiber Ceramic Market Revenue by Key Manufacturers (2021-2025)
- 13.1.3 Global Fiber Ceramic Average Sales Price by Manufacturers (2021-2025)
- 13.2 Fiber Ceramic Competitive Landscape Analysis and Market Dynamic
- 13.2.1 Fiber Ceramic 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 Morgan Thermal Ceramics
- 14.1.1 Morgan Thermal Ceramics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.1.2 Morgan Thermal Ceramics Fiber Ceramic Product Portfolio
- 14.1.3 Morgan Thermal Ceramics Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.2 Unifrax
- 14.2.1 Unifrax Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.2.2 Unifrax Fiber Ceramic Product Portfolio
- 14.2.3 Unifrax Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.3 Nutec
- 14.3.1 Nutec Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.3.2 Nutec Fiber Ceramic Product Portfolio
- 14.3.3 Nutec Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.4 Ibiden
- 14.4.1 Ibiden Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.4.2 Ibiden Fiber Ceramic Product Portfolio
- 14.4.3 Ibiden Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.5 Isolite Insulating Products
- 14.5.1 Isolite Insulating Products Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.5.2 Isolite Insulating Products Fiber Ceramic Product Portfolio
- 14.5.3 Isolite Insulating Products Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.6 Luyang Energy-Saving Materials
- 14.6.1 Luyang Energy-Saving Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.6.2 Luyang Energy-Saving Materials Fiber Ceramic Product Portfolio
- 14.6.3 Luyang Energy-Saving Materials Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.7 Hongyang Refractory Materials
- 14.7.1 Hongyang Refractory Materials Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.7.2 Hongyang Refractory Materials Fiber Ceramic Product Portfolio
- 14.7.3 Hongyang Refractory Materials Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.8 Rath
- 14.8.1 Rath Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.8.2 Rath Fiber Ceramic Product Portfolio
- 14.8.3 Rath Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14.9 Yeso Insulating Products
- 14.9.1 Yeso Insulating Products Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 14.9.2 Yeso Insulating Products Fiber Ceramic Product Portfolio
- 14.9.3 Yeso Insulating Products Fiber Ceramic Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 15 Industry Chain Analysis
- 15.1 Fiber Ceramic Industry Chain Analysis
- 15.2 Fiber Ceramic Industry Raw Material and Suppliers Analysis
- 15.2.1 Fiber Ceramic Key Raw Material Supply Analysis
- 15.2.2 Raw Material Suppliers and Contact Information
- 15.3 Fiber Ceramic Typical Downstream Customers
- 15.4 Fiber Ceramic 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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