Global Auto Body Parts Market Research Report, Competitive, Technology and Forecast Analysis 2025-2032
Description
Market Overview
According to DIResearch＇s in-depth investigation and research, the global Auto Body Parts market size will reach 40,028 Million USD in 2025 and is projected to reach 53,066 Million USD by 2032, with a CAGR of 4.11% (2025-2032). Notably, the China Auto Body Parts market has changed rapidly in the past few years. By 2025, China＇s market size is expected to be Million USD, representing approximately % of the global market share.
Research Summary
Auto Body Parts refer to the components that form the exterior of a vehicle, such as the fenders, doors, hoods, bumpers, grilles, and other parts that are commonly damaged or wear out due to accidents, wear and tear, or exposure to harsh weather conditions. Auto body parts are designed to enhance the appearance and functionality of a vehicle, and they are available in a variety of materials, including steel, aluminum, fiberglass, and plastic. They can be purchased as OEM parts (original equipment manufacturer) or aftermarket parts, and they can be either new or used. Auto body parts are essential for repairing and restoring a damaged or worn out vehicle to its original condition or customizing it according to the owner＇s preferences.
The major global suppliers of Auto Body Parts include Webasto, Valeo, SMR, Magna, Inteva, Denso, Inalfa, Bosch, VAST, Kiekert, Aisin, Mitsui Kinzoku, Mitsuba, U-Shin, ITW Automotive, Huf Group, Yachiyo Industry, Tenneco(Federal-Mogul), Ficosa, Thule, Murakami Kaimeido, ALPHA Corporation, Trico, Mobitech, Gentex, MEKRA Lang, JAC Products, SL Corporation, FIAMM, Hella, 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 Auto Body Parts. Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major suppliers, as well as the market status and trends of different product types and applications in the global Auto Body Parts 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 US, Germany, Japan, China, France, UK, South Korea, Canada, Italy, Russia, Mexico, Brazil, India, Vietnam, Thailand, South Africa and other regions, covering the Auto Body Parts 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 Auto Body Parts 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 Suppliers of Auto Body Parts Include:
Webasto
Valeo
SMR
Magna
Inteva
Denso
Inalfa
Bosch
VAST
Kiekert
Aisin
Mitsui Kinzoku
Mitsuba
U-Shin
ITW Automotive
Huf Group
Yachiyo Industry
Tenneco(Federal-Mogul)
Ficosa
Thule
Murakami Kaimeido
ALPHA Corporation
Trico
Mobitech
Gentex
MEKRA Lang
JAC Products
SL Corporation
FIAMM
Hella
Auto Body Parts Product Segment Include:
Automotive Sunroof
Windshield Wiper
Door Lock
Exterior Rearview Mirror
Roof Rack
Door Handle
Others
Auto Body Parts Product Application Include:
Passenger Vehicle
Commercial Vehicle
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trend
Chapter 2: Global Auto Body Parts Industry PESTEL Analysis
Chapter 3: Global Auto Body Parts Industry Porter's Five Forces Analysis
Chapter 4: Global Auto Body Parts Major Regional Market Size (Revenue) and Forecast Analysis
Chapter 5: Global Auto Body Parts Competitive Analysis of Key Suppliers (Revenue, Market Share, Regional Distribution and Industry Concentration)
Chapter 6: Global Auto Body Parts Revenue and Forecast Analysis by Product Type
Chapter 7: Key Company Profiles (Product Portfolio, Revenue and Gross Margin)
Chapter 8: Industrial Chain Analysis, Auto Body Parts Different Application Market Analysis (Revenue and Forecast) and Sales Channel Analysis
Chapter 9: Research Findings and Conclusion
Chapter 10: Methodology and Data Sources
According to DIResearch＇s in-depth investigation and research, the global Auto Body Parts market size will reach 40,028 Million USD in 2025 and is projected to reach 53,066 Million USD by 2032, with a CAGR of 4.11% (2025-2032). Notably, the China Auto Body Parts market has changed rapidly in the past few years. By 2025, China＇s market size is expected to be Million USD, representing approximately % of the global market share.
Research Summary
Auto Body Parts refer to the components that form the exterior of a vehicle, such as the fenders, doors, hoods, bumpers, grilles, and other parts that are commonly damaged or wear out due to accidents, wear and tear, or exposure to harsh weather conditions. Auto body parts are designed to enhance the appearance and functionality of a vehicle, and they are available in a variety of materials, including steel, aluminum, fiberglass, and plastic. They can be purchased as OEM parts (original equipment manufacturer) or aftermarket parts, and they can be either new or used. Auto body parts are essential for repairing and restoring a damaged or worn out vehicle to its original condition or customizing it according to the owner＇s preferences.
The major global suppliers of Auto Body Parts include Webasto, Valeo, SMR, Magna, Inteva, Denso, Inalfa, Bosch, VAST, Kiekert, Aisin, Mitsui Kinzoku, Mitsuba, U-Shin, ITW Automotive, Huf Group, Yachiyo Industry, Tenneco(Federal-Mogul), Ficosa, Thule, Murakami Kaimeido, ALPHA Corporation, Trico, Mobitech, Gentex, MEKRA Lang, JAC Products, SL Corporation, FIAMM, Hella, 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 Auto Body Parts. Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major suppliers, as well as the market status and trends of different product types and applications in the global Auto Body Parts 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 US, Germany, Japan, China, France, UK, South Korea, Canada, Italy, Russia, Mexico, Brazil, India, Vietnam, Thailand, South Africa and other regions, covering the Auto Body Parts 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 Auto Body Parts 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 Suppliers of Auto Body Parts Include:
Webasto
Valeo
SMR
Magna
Inteva
Denso
Inalfa
Bosch
VAST
Kiekert
Aisin
Mitsui Kinzoku
Mitsuba
U-Shin
ITW Automotive
Huf Group
Yachiyo Industry
Tenneco(Federal-Mogul)
Ficosa
Thule
Murakami Kaimeido
ALPHA Corporation
Trico
Mobitech
Gentex
MEKRA Lang
JAC Products
SL Corporation
FIAMM
Hella
Auto Body Parts Product Segment Include:
Automotive Sunroof
Windshield Wiper
Door Lock
Exterior Rearview Mirror
Roof Rack
Door Handle
Others
Auto Body Parts Product Application Include:
Passenger Vehicle
Commercial Vehicle
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trend
Chapter 2: Global Auto Body Parts Industry PESTEL Analysis
Chapter 3: Global Auto Body Parts Industry Porter's Five Forces Analysis
Chapter 4: Global Auto Body Parts Major Regional Market Size (Revenue) and Forecast Analysis
Chapter 5: Global Auto Body Parts Competitive Analysis of Key Suppliers (Revenue, Market Share, Regional Distribution and Industry Concentration)
Chapter 6: Global Auto Body Parts Revenue and Forecast Analysis by Product Type
Chapter 7: Key Company Profiles (Product Portfolio, Revenue and Gross Margin)
Chapter 8: Industrial Chain Analysis, Auto Body Parts Different Application Market Analysis (Revenue and Forecast) and Sales Channel Analysis
Chapter 9: Research Findings and Conclusion
Chapter 10: Methodology and Data Sources
Table of Contents
165 Pages
- 1 Auto Body Parts Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Auto Body Parts Product by Type
- 1.2.1 Automotive Sunroof
- 1.2.2 Windshield Wiper
- 1.2.3 Door Lock
- 1.2.4 Exterior Rearview Mirror
- 1.2.5 Roof Rack
- 1.2.6 Door Handle
- 1.2.7 Others
- 1.3 Auto Body Parts Product by Application
- 1.3.1 Passenger Vehicle
- 1.3.2 Commercial Vehicle
- 1.4 Global Auto Body Parts Market Size Analysis (2020-2032)
- 1.5 Auto Body Parts Market Development Status and Trends
- 1.5.1 Auto Body Parts Industry Development Status Analysis
- 1.5.2 Auto Body Parts Industry Development Trends Analysis
- 2 Auto Body Parts Market PESTEL Analysis
- 2.1 Political Factors Analysis
- 2.2 Economic Factors Analysis
- 2.3 Social Factors Analysis
- 2.4 Technological Factors Analysis
- 2.5 Environmental Factors Analysis
- 2.6 Legal Factors Analysis
- 3 Auto Body Parts Market Porter's Five Forces Analysis
- 3.1 Competitive Rivalry
- 3.2 Threat of New Entrants
- 3.3 Bargaining Power of Suppliers
- 3.4 Bargaining Power of Buyers
- 3.5 Threat of Substitutes
- 4 Global Auto Body Parts Market Analysis by Country
- 4.1 Global Auto Body Parts Market Size Analysis by Country: 2024 VS 2025 VS 2032
- 4.1.1 Global Auto Body Parts Revenue Analysis by Country (2020-2025)
- 4.1.2 Global Auto Body Parts Revenue Forecast Analysis by Country (2026-2032)
- 4.2 United States Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.3 Germany Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.4 Japan Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.5 China Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.6 France Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.7 U.K. Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.8 South Korea Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.9 Canada Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.10 Italy Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.11 Russia Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.12 Mexico Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.13 Brazil Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.14 India Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.15 Vietnam Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.16 Thailand Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 4.17 South Africa Auto Body Parts Market Revenue and Growth Rate (2020-2032)
- 5 Competition by Suppliers
- 5.1 Global Auto Body Parts Market Revenue by Key Suppliers (2021-2025)
- 5.2 Auto Body Parts Competitive Landscape Analysis and Market Dynamic
- 5.2.1 Auto Body Parts Competitive Landscape Analysis
- 5.2.2 Global Key Suppliers Headquarter and Key Area Sales
- 5.2.3 Market Dynamic
- 6 Auto Body Parts Market Analysis by Type
- 6.1 Global Auto Body Parts Market Size Analysis by Type: 2024 VS 2025 VS 2032
- 6.2 Global Auto Body Parts Revenue and Forecast Analysis by Type (2020-2032)
- 7 Key Companies Analysis
- 7.1 Webasto
- 7.1.1 Webasto Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.1.2 Webasto Auto Body Parts Product Portfolio
- 7.1.3 Webasto Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.2 Valeo
- 7.2.1 Valeo Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.2.2 Valeo Auto Body Parts Product Portfolio
- 7.2.3 Valeo Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.3 SMR
- 7.3.1 SMR Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.3.2 SMR Auto Body Parts Product Portfolio
- 7.3.3 SMR Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.4 Magna
- 7.4.1 Magna Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.4.2 Magna Auto Body Parts Product Portfolio
- 7.4.3 Magna Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.5 Inteva
- 7.5.1 Inteva Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.5.2 Inteva Auto Body Parts Product Portfolio
- 7.5.3 Inteva Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.6 Denso
- 7.6.1 Denso Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.6.2 Denso Auto Body Parts Product Portfolio
- 7.6.3 Denso Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.7 Inalfa
- 7.7.1 Inalfa Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.7.2 Inalfa Auto Body Parts Product Portfolio
- 7.7.3 Inalfa Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.8 Bosch
- 7.8.1 Bosch Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.8.2 Bosch Auto Body Parts Product Portfolio
- 7.8.3 Bosch Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.9 VAST
- 7.9.1 VAST Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.9.2 VAST Auto Body Parts Product Portfolio
- 7.9.3 VAST Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.10 Kiekert
- 7.10.1 Kiekert Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.10.2 Kiekert Auto Body Parts Product Portfolio
- 7.10.3 Kiekert Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.11 Aisin
- 7.11.1 Aisin Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.11.2 Aisin Auto Body Parts Product Portfolio
- 7.11.3 Aisin Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.12 Mitsui Kinzoku
- 7.12.1 Mitsui Kinzoku Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.12.2 Mitsui Kinzoku Auto Body Parts Product Portfolio
- 7.12.3 Mitsui Kinzoku Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.13 Mitsuba
- 7.13.1 Mitsuba Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.13.2 Mitsuba Auto Body Parts Product Portfolio
- 7.13.3 Mitsuba Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.14 U-Shin
- 7.14.1 U-Shin Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.14.2 U-Shin Auto Body Parts Product Portfolio
- 7.14.3 U-Shin Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.15 ITW Automotive
- 7.15.1 ITW Automotive Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.15.2 ITW Automotive Auto Body Parts Product Portfolio
- 7.15.3 ITW Automotive Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.16 Huf Group
- 7.16.1 Huf Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.16.2 Huf Group Auto Body Parts Product Portfolio
- 7.16.3 Huf Group Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.17 Yachiyo Industry
- 7.17.1 Yachiyo Industry Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.17.2 Yachiyo Industry Auto Body Parts Product Portfolio
- 7.17.3 Yachiyo Industry Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.18 Tenneco(Federal-Mogul)
- 7.18.1 Tenneco(Federal-Mogul) Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.18.2 Tenneco(Federal-Mogul) Auto Body Parts Product Portfolio
- 7.18.3 Tenneco(Federal-Mogul) Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.19 Ficosa
- 7.19.1 Ficosa Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.19.2 Ficosa Auto Body Parts Product Portfolio
- 7.19.3 Ficosa Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.20 Thule
- 7.20.1 Thule Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.20.2 Thule Auto Body Parts Product Portfolio
- 7.20.3 Thule Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.21 Murakami Kaimeido
- 7.21.1 Murakami Kaimeido Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.21.2 Murakami Kaimeido Auto Body Parts Product Portfolio
- 7.21.3 Murakami Kaimeido Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.22 ALPHA Corporation
- 7.22.1 ALPHA Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.22.2 ALPHA Corporation Auto Body Parts Product Portfolio
- 7.22.3 ALPHA Corporation Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.23 Trico
- 7.23.1 Trico Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.23.2 Trico Auto Body Parts Product Portfolio
- 7.23.3 Trico Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.24 Mobitech
- 7.24.1 Mobitech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.24.2 Mobitech Auto Body Parts Product Portfolio
- 7.24.3 Mobitech Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.25 Gentex
- 7.25.1 Gentex Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.25.2 Gentex Auto Body Parts Product Portfolio
- 7.25.3 Gentex Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.26 MEKRA Lang
- 7.26.1 MEKRA Lang Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.26.2 MEKRA Lang Auto Body Parts Product Portfolio
- 7.26.3 MEKRA Lang Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.27 JAC Products
- 7.27.1 JAC Products Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.27.2 JAC Products Auto Body Parts Product Portfolio
- 7.27.3 JAC Products Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.28 SL Corporation
- 7.28.1 SL Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.28.2 SL Corporation Auto Body Parts Product Portfolio
- 7.28.3 SL Corporation Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.29 FIAMM
- 7.29.1 FIAMM Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.29.2 FIAMM Auto Body Parts Product Portfolio
- 7.29.3 FIAMM Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 7.30 Hella
- 7.30.1 Hella Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 7.30.2 Hella Auto Body Parts Product Portfolio
- 7.30.3 Hella Auto Body Parts Market Data Analysis (Revenue, Gross Margin and Market Share) (2021-2025)
- 8 Industry Chain Analysis
- 8.1 Auto Body Parts Industry Chain Analysis
- 8.2 Auto Body Parts Product Downstream Application Analysis
- 8.2.1 Global Auto Body Parts Market Size and Growth Rate (CAGR) by Application: 2024 VS 2025 VS 2032
- 8.2.2 Global Auto Body Parts Revenue and Forecast by Application (2020-2032)
- 8.3 Auto Body Parts Typical Downstream Customers
- 8.4 Auto Body Parts Sales Channel Analysis
- 9 Research Findings and Conclusion
- 10 Methodology and Data Source
- 10.1 Methodology/Research Approach
- 10.2 Research Scope
- 10.3 Benchmarks and Assumptions
- 10.4 Date Source
- 10.4.1 Primary Sources
- 10.4.2 Secondary Sources
- 10.5 Data Cross Validation
- 10.6 Disclaimer
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