
Global Inductors Coil Competitive Landscape Professional Research Report 2025
Description
Research Summary
Inductor coils are passive electronic components used to store and release electrical energy in the form of magnetic fields. They consist of a coil of wire wound around a core material, typically made of ferromagnetic materials like iron, ferrite, or powdered iron. When current flows through the coil, a magnetic field is created around it, which stores energy. When the current changes, the magnetic field collapses, inducing a voltage in the coil and releasing the stored energy. Inductor coils are commonly used in various electronic circuits to filter out unwanted signals, smooth out voltage fluctuations, and control the flow of current. They are essential components in applications such as power supplies, DC-DC converters, filters, oscillators, and RF circuits, where precise control of electrical energy is required.
According to DIResearch's in-depth investigation and research, the global Inductors Coil 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 Inductors Coil include TDK, Murata, Vishay Intertechnology, Taiyo Yuden, Sumida, Chilisin Electronics, Mitsumi Electric, Shenzhen Microgate Technology, Delta Electronics, Sunlord Electronics, Panasonic, Kyocera, Guangdong Fenghua Advanced Tech 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 Inductors Coil. 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 Inductors Coil 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 Inductors Coil 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 Inductors Coil 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 Inductors Coil Include:
TDK
Murata
Vishay Intertechnology
Taiyo Yuden
Sumida
Chilisin Electronics
Mitsumi Electric
Shenzhen Microgate Technology
Delta Electronics
Sunlord Electronics
Panasonic
Kyocera
Guangdong Fenghua Advanced Tech
Inductors Coil Product Segment Include:
Wirewound Inductors Coil
Thin Film Inductors Coil
Other
Inductors Coil Product Application Include:
Consumer Electronic
Automotive
Industrial Application
Telecom/Datacomm
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Inductors Coil Industry PESTEL Analysis
Chapter 3: Global Inductors Coil Industry Porter’s Five Forces Analysis
Chapter 4: Global Inductors Coil Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Inductors Coil Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Inductors Coil Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 13: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 14: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 15: Research Findings and Conclusion
Chapter 16: Methodology and Data Sources
Inductor coils are passive electronic components used to store and release electrical energy in the form of magnetic fields. They consist of a coil of wire wound around a core material, typically made of ferromagnetic materials like iron, ferrite, or powdered iron. When current flows through the coil, a magnetic field is created around it, which stores energy. When the current changes, the magnetic field collapses, inducing a voltage in the coil and releasing the stored energy. Inductor coils are commonly used in various electronic circuits to filter out unwanted signals, smooth out voltage fluctuations, and control the flow of current. They are essential components in applications such as power supplies, DC-DC converters, filters, oscillators, and RF circuits, where precise control of electrical energy is required.
According to DIResearch's in-depth investigation and research, the global Inductors Coil 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 Inductors Coil include TDK, Murata, Vishay Intertechnology, Taiyo Yuden, Sumida, Chilisin Electronics, Mitsumi Electric, Shenzhen Microgate Technology, Delta Electronics, Sunlord Electronics, Panasonic, Kyocera, Guangdong Fenghua Advanced Tech 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 Inductors Coil. 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 Inductors Coil 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 Inductors Coil 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 Inductors Coil 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 Inductors Coil Include:
TDK
Murata
Vishay Intertechnology
Taiyo Yuden
Sumida
Chilisin Electronics
Mitsumi Electric
Shenzhen Microgate Technology
Delta Electronics
Sunlord Electronics
Panasonic
Kyocera
Guangdong Fenghua Advanced Tech
Inductors Coil Product Segment Include:
Wirewound Inductors Coil
Thin Film Inductors Coil
Other
Inductors Coil Product Application Include:
Consumer Electronic
Automotive
Industrial Application
Telecom/Datacomm
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Inductors Coil Industry PESTEL Analysis
Chapter 3: Global Inductors Coil Industry Porter’s Five Forces Analysis
Chapter 4: Global Inductors Coil Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Inductors Coil Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Inductors Coil Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Inductors Coil Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 13: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 14: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 15: Research Findings and Conclusion
Chapter 16: Methodology and Data Sources
Table of Contents
170 Pages
- 1 Inductors Coil Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Inductors Coil Product by Type
- 1.2.1 Wirewound Inductors Coil
- 1.2.2 Thin Film Inductors Coil
- 1.2.3 Other
- 1.3 Inductors Coil Product by Application
- 1.3.1 Consumer Electronic
- 1.3.2 Automotive
- 1.3.3 Industrial Application
- 1.3.4 Telecom/Datacomm
- 1.3.5 Others
- 1.4 Global Inductors Coil Market Revenue and Sales Analysis
- 1.4.1 Global Inductors Coil Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Inductors Coil Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Inductors Coil Market Sales Price Trend Analysis (2020-2032)
- 1.5 Inductors Coil Industry Trends and Innovation
- 1.5.1 Inductors Coil Industry Trends and Innovation
- 1.5.2 Inductors Coil Market Drivers and Challenges
- 2 Inductors Coil 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 Inductors Coil 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 Inductors Coil Market Analysis by Regions
- 4.1 Global Inductors Coil Overall Market: 2024 VS 2025 VS 2032
- 4.2 Global Inductors Coil Revenue and Forecast Analysis (2020-2032)
- 4.2.1 Global Inductors Coil Revenue and Market Share by Region (2020-2025)
- 4.2.2 Global Inductors Coil Revenue and Market Share Forecast by Region (2026-2032)
- 4.3 Global Inductors Coil Sales and Forecast Analysis (2020-2032)
- 4.3.1 Global Inductors Coil Sales and Market Share by Region (2020-2025)
- 4.3.2 Global Inductors Coil Sales and Market Share Forecast by Region (2026-2032)
- 4.4 Global Inductors Coil Sales Price Trend Analysis (2020-2032)
- 5 Global Inductors Coil Market Size by Type and Application
- 5.1 Global Inductors Coil Market Size by Type
- 5.1.1 Global Inductors Coil Revenue and Forecast Analysis by Type (2020-2032)
- 5.1.2 Global Inductors Coil Sales and Forecast Analysis by Type (2020-2032)
- 5.2 Global Inductors Coil Market Size by Application
- 5.2.1 Global Inductors Coil Revenue and Forecast Analysis by Application (2020-2032)
- 5.2.2 Global Inductors Coil Sales and Forecast Analysis by Application (2020-2032)
- 6 North America
- 6.1 North America Inductors Coil Market Size and Growth Rate Analysis (2020-2032)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Inductors Coil Market Size by Type
- 6.3.1 North America Inductors Coil Sales by Type (2020-2032)
- 6.3.2 North America Inductors Coil Revenue by Type (2020-2032)
- 6.4 North America Inductors Coil Market Size by Application
- 6.4.1 North America Inductors Coil Sales by Application (2020-2032)
- 6.4.2 North America Inductors Coil Revenue by Application (2020-2032)
- 6.5 North America Inductors Coil Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Inductors Coil Market Size and Growth Rate Analysis (2020-2032)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Inductors Coil Market Size by Type
- 7.3.1 Europe Inductors Coil Sales by Type (2020-2032)
- 7.3.2 Europe Inductors Coil Revenue by Type (2020-2032)
- 7.4 Europe Inductors Coil Market Size by Application
- 7.4.1 Europe Inductors Coil Sales by Application (2020-2032)
- 7.4.2 Europe Inductors Coil Revenue by Application (2020-2032)
- 7.5 Europe Inductors Coil Market Size by Country
- 7.5.1 Germany
- 7.5.2 France
- 7.5.3 United Kingdom
- 7.5.4 Italy
- 7.5.5 Spain
- 7.5.6 Benelux
- 8 China
- 8.1 China Inductors Coil Market Size and Growth Rate Analysis (2020-2032)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Inductors Coil Market Size by Type
- 8.3.1 China Inductors Coil Sales by Type (2020-2032)
- 8.3.2 China Inductors Coil Revenue by Type (2020-2032)
- 8.4 China Inductors Coil Market Size by Application
- 8.4.1 China Inductors Coil Sales by Application (2020-2032)
- 8.4.2 China Inductors Coil Revenue by Application (2020-2032)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Inductors Coil Market Size and Growth Rate Analysis (2020-2032)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Inductors Coil Market Size by Type
- 9.3.1 APAC (excl. China) Inductors Coil Sales by Type (2020-2032)
- 9.3.2 APAC (excl. China) Inductors Coil Revenue by Type (2020-2032)
- 9.4 APAC (excl. China) Inductors Coil Market Size by Application
- 9.4.1 APAC (excl. China) Inductors Coil Sales by Application (2020-2032)
- 9.4.2 APAC (excl. China) Inductors Coil Revenue by Application (2020-2032)
- 9.5 APAC (excl. China) Inductors Coil Market Size by Country
- 9.5.1 Japan
- 9.5.2 South Korea
- 9.5.3 India
- 9.5.4 Australia
- 9.5.5 Southeast Asia
- 10 Latin America
- 10.1 Latin America Inductors Coil Market Size and Growth Rate Analysis (2020-2032)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Inductors Coil Market Size by Type
- 10.3.1 Latin America Inductors Coil Sales by Type (2020-2032)
- 10.3.2 Latin America Inductors Coil Revenue by Type (2020-2032)
- 10.4 Latin America Inductors Coil Market Size by Application
- 10.4.1 Latin America Inductors Coil Sales by Application (2020-2032)
- 10.4.2 Latin America Inductors Coil Revenue by Application (2020-2032)
- 10.5 Latin America Inductors Coil Market Size by Country
- 10.6 Latin America Inductors Coil Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Inductors Coil Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Inductors Coil Market Size by Type
- 11.3.1 Middle East & Africa Inductors Coil Sales by Type (2020-2032)
- 11.3.2 Middle East & Africa Inductors Coil Revenue by Type (2020-2032)
- 11.4 Middle East & Africa Inductors Coil Market Size by Application
- 11.4.1 Middle East & Africa Inductors Coil Sales by Application (2020-2032)
- 11.4.2 Middle East & Africa Inductors Coil Revenue by Application (2020-2032)
- 11.5 Middle East Inductors Coil Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Inductors Coil Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 12.1.1 Global Inductors Coil Market Sales by Key Manufacturers (2021-2025)
- 12.1.2 Global Inductors Coil Market Revenue by Key Manufacturers (2021-2025)
- 12.1.3 Global Inductors Coil Average Sales Price by Manufacturers (2021-2025)
- 12.2 Inductors Coil Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Inductors Coil Competitive Landscape Analysis
- 12.2.2 Global Key Manufacturers Headquarter Location and Key Area Sales
- 12.2.3 Market Dynamic
- 13 Key Companies Analysis
- 13.1 TDK
- 13.1.1 TDK Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 TDK Inductors Coil Product Portfolio
- 13.1.3 TDK Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.2 Murata
- 13.2.1 Murata Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Murata Inductors Coil Product Portfolio
- 13.2.3 Murata Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.3 Vishay Intertechnology
- 13.3.1 Vishay Intertechnology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 Vishay Intertechnology Inductors Coil Product Portfolio
- 13.3.3 Vishay Intertechnology Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.4 Taiyo Yuden
- 13.4.1 Taiyo Yuden Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 Taiyo Yuden Inductors Coil Product Portfolio
- 13.4.3 Taiyo Yuden Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.5 Sumida
- 13.5.1 Sumida Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 Sumida Inductors Coil Product Portfolio
- 13.5.3 Sumida Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.6 Chilisin Electronics
- 13.6.1 Chilisin Electronics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 Chilisin Electronics Inductors Coil Product Portfolio
- 13.6.3 Chilisin Electronics Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.7 Mitsumi Electric
- 13.7.1 Mitsumi Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 Mitsumi Electric Inductors Coil Product Portfolio
- 13.7.3 Mitsumi Electric Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.8 Shenzhen Microgate Technology
- 13.8.1 Shenzhen Microgate Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.8.2 Shenzhen Microgate Technology Inductors Coil Product Portfolio
- 13.8.3 Shenzhen Microgate Technology Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.9 Delta Electronics
- 13.9.1 Delta Electronics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.9.2 Delta Electronics Inductors Coil Product Portfolio
- 13.9.3 Delta Electronics Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.10 Sunlord Electronics
- 13.10.1 Sunlord Electronics Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.10.2 Sunlord Electronics Inductors Coil Product Portfolio
- 13.10.3 Sunlord Electronics Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.11 Panasonic
- 13.11.1 Panasonic Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.11.2 Panasonic Inductors Coil Product Portfolio
- 13.11.3 Panasonic Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.12 Kyocera
- 13.12.1 Kyocera Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.12.2 Kyocera Inductors Coil Product Portfolio
- 13.12.3 Kyocera Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.13 Guangdong Fenghua Advanced Tech
- 13.13.1 Guangdong Fenghua Advanced Tech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.13.2 Guangdong Fenghua Advanced Tech Inductors Coil Product Portfolio
- 13.13.3 Guangdong Fenghua Advanced Tech Inductors Coil Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14 Industry Chain Analysis
- 14.1 Inductors Coil Industry Chain Analysis
- 14.2 Inductors Coil Industry Raw Material and Suppliers Analysis
- 14.2.1 Inductors Coil Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Inductors Coil Typical Downstream Customers
- 14.4 Inductors Coil Sales Channel Analysis
- 15 Research Findings and Conclusion
- 16 Methodology and Data Source
- 16.1 Methodology/Research Approach
- 16.2 Research Scope
- 16.3 Benchmarks and Assumptions
- 16.4 Date Source
- 16.4.1 Primary Sources
- 16.4.2 Secondary Sources
- 16.5 Data Cross Validation
- 16.6 Disclaimer
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