
Global Foot Orthotics Insoles Competitive Landscape Professional Research Report 2025
Description
Research Summary
Foot orthotic insoles, commonly known as orthotics, are specialized shoe inserts designed to provide additional support, correct foot misalignments, and alleviate various foot-related issues. These insoles are crafted to address conditions such as arch pain, plantar fasciitis, overpronation, and other biomechanical imbalances. They come in a variety of materials, including foam, gel, or hard plastic, and are designed to fit into different types of footwear, from athletic shoes to dress shoes. The primary goal of foot orthotics is to redistribute pressure, provide cushioning, and improve the overall alignment of the feet. They are often recommended by healthcare professionals, including podiatrists and orthopedic specialists, to manage foot pain and discomfort. Custom orthotics are individually tailored to the wearer's foot shape and specific needs, while over-the-counter options are available for general use and can be found in pharmacies and specialty stores. Foot orthotic insoles can play a crucial role in enhancing foot comfort, reducing pain, and improving overall foot function.
According to DIResearch's in-depth investigation and research, the global Foot Orthotics Insoles 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 Foot Orthotics Insoles include Dr. Scholl’s (Bayer), Superfeet, Implus, Sidas, OttoBock, Bauerfeind, Aetrex Worldwide, Wintersteiger (BootDocs), Footbalance Systems, Powerstep, Comfortfit Labs, Euroleathers 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 Foot Orthotics Insoles. 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 Foot Orthotics Insoles 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 Foot Orthotics Insoles 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 Foot Orthotics Insoles 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 Foot Orthotics Insoles Include:
Dr. Scholl’s (Bayer)
Superfeet
Implus
Sidas
OttoBock
Bauerfeind
Aetrex Worldwide
Wintersteiger (BootDocs)
Footbalance Systems
Powerstep
Comfortfit Labs
Euroleathers
Foot Orthotics Insoles Product Segment Include:
Leather
Polypropylene
Others
Foot Orthotics Insoles Product Application Include:
Sports
Medical
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Foot Orthotics Insoles Industry PESTEL Analysis
Chapter 3: Global Foot Orthotics Insoles Industry Porter’s Five Forces Analysis
Chapter 4: Global Foot Orthotics Insoles Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Foot Orthotics Insoles Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Foot Orthotics Insoles 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
Foot orthotic insoles, commonly known as orthotics, are specialized shoe inserts designed to provide additional support, correct foot misalignments, and alleviate various foot-related issues. These insoles are crafted to address conditions such as arch pain, plantar fasciitis, overpronation, and other biomechanical imbalances. They come in a variety of materials, including foam, gel, or hard plastic, and are designed to fit into different types of footwear, from athletic shoes to dress shoes. The primary goal of foot orthotics is to redistribute pressure, provide cushioning, and improve the overall alignment of the feet. They are often recommended by healthcare professionals, including podiatrists and orthopedic specialists, to manage foot pain and discomfort. Custom orthotics are individually tailored to the wearer's foot shape and specific needs, while over-the-counter options are available for general use and can be found in pharmacies and specialty stores. Foot orthotic insoles can play a crucial role in enhancing foot comfort, reducing pain, and improving overall foot function.
According to DIResearch's in-depth investigation and research, the global Foot Orthotics Insoles 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 Foot Orthotics Insoles include Dr. Scholl’s (Bayer), Superfeet, Implus, Sidas, OttoBock, Bauerfeind, Aetrex Worldwide, Wintersteiger (BootDocs), Footbalance Systems, Powerstep, Comfortfit Labs, Euroleathers 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 Foot Orthotics Insoles. 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 Foot Orthotics Insoles 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 Foot Orthotics Insoles 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 Foot Orthotics Insoles 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 Foot Orthotics Insoles Include:
Dr. Scholl’s (Bayer)
Superfeet
Implus
Sidas
OttoBock
Bauerfeind
Aetrex Worldwide
Wintersteiger (BootDocs)
Footbalance Systems
Powerstep
Comfortfit Labs
Euroleathers
Foot Orthotics Insoles Product Segment Include:
Leather
Polypropylene
Others
Foot Orthotics Insoles Product Application Include:
Sports
Medical
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Foot Orthotics Insoles Industry PESTEL Analysis
Chapter 3: Global Foot Orthotics Insoles Industry Porter’s Five Forces Analysis
Chapter 4: Global Foot Orthotics Insoles Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Foot Orthotics Insoles Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Foot Orthotics Insoles Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Foot Orthotics Insoles 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 Hair Removal Device Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Hair Removal Device Product by Type
- 1.2.1 Electric Razors
- 1.2.2 Epilators
- 1.2.3 Laser Hair Removal Systems
- 1.2.4 Intense Pulsed Light (IPL) Devices
- 1.3 Hair Removal Device Product by Application
- 1.3.1 At-Home Use
- 1.3.2 Commercial Use
- 1.4 Global Hair Removal Device Market Revenue and Sales Analysis
- 1.4.1 Global Hair Removal Device Market Size Analysis (2020-2032)
- 1.4.2 Global Hair Removal Device Market Sales Analysis (2020-2032)
- 1.4.3 Global Hair Removal Device Market Sales Price Trend Analysis (2020-2032)
- 1.5 Hair Removal Device Industry Trends and Innovation
- 1.5.1 Hair Removal Device Industry Trends and Innovation
- 1.5.2 Hair Removal Device Market Drivers and Challenges
- 2 Hair Removal Device 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 Hair Removal Device 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 Hair Removal Device Market Analysis by Regions
- 4.1 Global Hair Removal Device Overall Market: 2024 VS 2025 VS 2032
- 4.2 Global Hair Removal Device Revenue and Forecast Analysis (2020-2032)
- 4.2.1 Global Hair Removal Device Revenue and Market Share by Region (2020-2025)
- 4.2.2 Global Hair Removal Device Revenue Forecast by Region (2026-2032)
- 4.3 Global Hair Removal Device Sales and Forecast Analysis (2020-2032)
- 4.3.1 Global Hair Removal Device Sales and Market Share by Region (2020-2025)
- 4.3.2 Global Hair Removal Device Sales Forecast by Region (2026-2032)
- 4.4 Global Hair Removal Device Sales Price Trend Analysis (2020-2032)
- 5 Global Hair Removal Device Market Size by Type and Application
- 5.1 Global Hair Removal Device Market Size by Type
- 5.1.1 Global Hair Removal Device Revenue and Forecast Analysis by Type (2020-2032)
- 5.1.2 Global Hair Removal Device Sales and Forecast Analysis by Type (2020-2032)
- 5.2 Global Hair Removal Device Market Size by Application
- 5.2.1 Global Hair Removal Device Revenue and Forecast Analysis by Application (2020-2032)
- 5.2.2 Global Hair Removal Device Sales and Forecast Analysis by Application (2020-2032)
- 6 North America
- 6.1 North America Hair Removal Device Market Size and Growth Rate Analysis (2020-2032)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Hair Removal Device Market Size by Type
- 6.3.1 North America Hair Removal Device Sales by Type (2020-2032)
- 6.3.2 North America Hair Removal Device Revenue by Type (2020-2032)
- 6.4 North America Hair Removal Device Market Size by Application
- 6.4.1 North America Hair Removal Device Sales by Application (2020-2032)
- 6.4.2 North America Hair Removal Device Revenue by Application (2020-2032)
- 6.5 North America Hair Removal Device Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Hair Removal Device Market Size and Growth Rate Analysis (2020-2032)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Hair Removal Device Market Size by Type
- 7.3.1 Europe Hair Removal Device Sales by Type (2020-2032)
- 7.3.2 Europe Hair Removal Device Revenue by Type (2020-2032)
- 7.4 Europe Hair Removal Device Market Size by Application
- 7.4.1 Europe Hair Removal Device Sales by Application (2020-2032)
- 7.4.2 Europe Hair Removal Device Revenue by Application (2020-2032)
- 7.5 Europe Hair Removal Device 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 Hair Removal Device Market Size and Growth Rate Analysis (2020-2032)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Hair Removal Device Market Size by Type
- 8.3.1 China Hair Removal Device Sales by Type (2020-2032)
- 8.3.2 China Hair Removal Device Revenue by Type (2020-2032)
- 8.4 China Hair Removal Device Market Size by Application
- 8.4.1 China Hair Removal Device Sales by Application (2020-2032)
- 8.4.2 China Hair Removal Device Revenue by Application (2020-2032)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Hair Removal Device Market Size and Growth Rate Analysis (2020-2032)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Hair Removal Device Market Size by Type
- 9.3.1 APAC (excl. China) Hair Removal Device Sales by Type (2020-2032)
- 9.3.2 APAC (excl. China) Hair Removal Device Revenue by Type (2020-2032)
- 9.4 APAC (excl. China) Hair Removal Device Market Size by Application
- 9.4.1 APAC (excl. China) Hair Removal Device Sales by Application (2020-2032)
- 9.4.2 APAC (excl. China) Hair Removal Device Revenue by Application (2020-2032)
- 9.5 APAC (excl. China) Hair Removal Device 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 Hair Removal Device Market Size and Growth Rate Analysis (2020-2032)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Hair Removal Device Market Size by Type
- 10.3.1 Latin America Hair Removal Device Sales by Type (2020-2032)
- 10.3.2 Latin America Hair Removal Device Revenue by Type (2020-2032)
- 10.4 Latin America Hair Removal Device Market Size by Application
- 10.4.1 Latin America Hair Removal Device Sales by Application (2020-2032)
- 10.4.2 Latin America Hair Removal Device Revenue by Application (2020-2032)
- 10.5 Latin America Hair Removal Device Market Size by Country
- 10.6 Latin America Hair Removal Device Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Hair Removal Device Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Hair Removal Device Market Size by Type
- 11.3.1 Middle East & Africa Hair Removal Device Sales by Type (2020-2032)
- 11.3.2 Middle East & Africa Hair Removal Device Revenue by Type (2020-2032)
- 11.4 Middle East & Africa Hair Removal Device Market Size by Application
- 11.4.1 Middle East & Africa Hair Removal Device Sales by Application (2020-2032)
- 11.4.2 Middle East & Africa Hair Removal Device Revenue by Application (2020-2032)
- 11.5 Middle East Hair Removal Device Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Hair Removal Device Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 12.1.1 Global Hair Removal Device Market Sales by Key Manufacturers (2021-2025)
- 12.1.2 Global Hair Removal Device Market Revenue by Key Manufacturers (2021-2025)
- 12.1.3 Global Hair Removal Device Average Sales Price by Manufacturers (2021-2025)
- 12.2 Hair Removal Device Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Hair Removal Device 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 Philips
- 13.1.1 Philips Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 Philips Hair Removal Device Product Portfolio
- 13.1.3 Philips Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.2 Panasonic
- 13.2.1 Panasonic Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Panasonic Hair Removal Device Product Portfolio
- 13.2.3 Panasonic Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.3 Braun
- 13.3.1 Braun Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 Braun Hair Removal Device Product Portfolio
- 13.3.3 Braun Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.4 Flyco
- 13.4.1 Flyco Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 Flyco Hair Removal Device Product Portfolio
- 13.4.3 Flyco Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.5 Tira
- 13.5.1 Tira Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 Tira Hair Removal Device Product Portfolio
- 13.5.3 Tira Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.6 Remington
- 13.6.1 Remington Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 Remington Hair Removal Device Product Portfolio
- 13.6.3 Remington Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.7 iluminage
- 13.7.1 iluminage Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 iluminage Hair Removal Device Product Portfolio
- 13.7.3 iluminage Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.8 Silk’n
- 13.8.1 Silk’n Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.8.2 Silk’n Hair Removal Device Product Portfolio
- 13.8.3 Silk’n Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.9 Epilady
- 13.9.1 Epilady Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.9.2 Epilady Hair Removal Device Product Portfolio
- 13.9.3 Epilady Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.10 GSD
- 13.10.1 GSD Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.10.2 GSD Hair Removal Device Product Portfolio
- 13.10.3 GSD Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.11 POVOS
- 13.11.1 POVOS Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.11.2 POVOS Hair Removal Device Product Portfolio
- 13.11.3 POVOS Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.12 Ya-Man
- 13.12.1 Ya-Man Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.12.2 Ya-Man Hair Removal Device Product Portfolio
- 13.12.3 Ya-Man Hair Removal Device Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14 Industry Chain Analysis
- 14.1 Hair Removal Device Industry Chain Analysis
- 14.2 Hair Removal Device Industry Raw Material and Suppliers Analysis
- 14.2.1 Hair Removal Device Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Hair Removal Device Typical Downstream Customers
- 14.4 Hair Removal Device 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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