Global Cordless Power Tools Competitive Landscape Professional Research Report 2025
Description
Global Cordless Power Tools Competitive Landscape Professional Research Report 2025
Research Summary
Cordless power tools are portable, battery-operated tools designed to perform various tasks without the need for a direct electrical power source or a power cord. These tools utilize rechargeable lithium-ion batteries as their power source, providing mobility and flexibility during use. Cordless power tools come in a wide range of types, including drills, saws, impact drivers, angle grinders, and more, and they are commonly used in construction, woodworking, DIY projects, and other applications. The absence of cords allows users to work in remote or confined spaces without being restricted by the length of a power cord. With advancements in battery technology, modern cordless power tools offer impressive performance, extended runtime, and fast charging capabilities, making them popular choices for professionals and DIY enthusiasts seeking efficient and convenient tools for various tasks.
According to DIResearch's in-depth investigation and research, the global Cordless Power Tools 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 Cordless Power Tools include TTI, Stanley Black & Decker, Bosch, Makita, HiKOKI, Stihl, Husqvarna, Snap-on Incorporated, Greenworks, Hilti, Dongcheng, Festool, Positec Group, CHERVON, Yamabiko, C. & E. Fein, Apex Tool Group, Einhell, Emerson, Jiangsu Jinding, Chicago Pneumatic, Emak, Blount, KEN, Fortive, ITW 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 Cordless Power Tools. 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 Cordless Power Tools 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 Cordless Power Tools 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 Cordless Power Tools 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 Cordless Power Tools Include:
TTI
Stanley Black & Decker
Bosch
Makita
HiKOKI
Stihl
Husqvarna
Snap-on Incorporated
Greenworks
Hilti
Dongcheng
Festool
Positec Group
CHERVON
Yamabiko
C. & E. Fein
Apex Tool Group
Einhell
Emerson
Jiangsu Jinding
Chicago Pneumatic
Emak
Blount
KEN
Fortive
ITW
Cordless Power Tools Product Segment Include:
Drill
Saw
Hammers
Wrenches
Screwdrivers
Outdoor Power Equipment
Others
Cordless Power Tools Product Application Include:
Professional
Consumer
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Cordless Power Tools Industry PESTEL Analysis
Chapter 3: Global Cordless Power Tools Industry Porter’s Five Forces Analysis
Chapter 4: Global Cordless Power Tools Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Cordless Power Tools Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Cordless Power Tools Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Cordless Power Tools Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Cordless Power Tools Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Cordless Power Tools Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Cordless Power Tools Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Cordless Power Tools Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Cordless Power Tools 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 Cordless Power Tools Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Cordless Power Tools Product by Type
- 1.2.1 Drill
- 1.2.2 Saw
- 1.2.3 Hammers
- 1.2.4 Wrenches
- 1.2.5 Screwdrivers
- 1.2.6 Outdoor Power Equipment
- 1.2.7 Others
- 1.3 Cordless Power Tools Product by Application
- 1.3.1 Professional
- 1.3.2 Consumer
- 1.4 Global Cordless Power Tools Market Revenue and Sales Analysis
- 1.4.1 Global Cordless Power Tools Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Cordless Power Tools Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Cordless Power Tools Market Sales Price Trend Analysis (2020-2032)
- 1.5 Cordless Power Tools Industry Trends and Innovation
- 1.5.1 Cordless Power Tools Industry Trends and Innovation
- 1.5.2 Cordless Power Tools Market Drivers and Challenges
- 2 Cordless Power Tools 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 Cordless Power Tools 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 Cordless Power Tools Market Analysis by Regions
- 4.1 Cordless Power Tools Overall Market: 2024 VS 2025 VS 2032
- 4.2 Global Cordless Power Tools Revenue and Forecast Analysis (2020-2032)
- 4.2.1 Global Cordless Power Tools Revenue and Market Share by Region (2020-2025)
- 4.2.2 Global Cordless Power Tools Revenue and Market Share Forecast by Region (2026-2032)
- 4.3 Global Cordless Power Tools Sales and Forecast Analysis (2020-2032)
- 4.3.1 Global Cordless Power Tools Sales and Market Share by Region (2020-2025)
- 4.3.2 Global Cordless Power Tools Sales and Market Share Forecast by Region (2026-2032)
- 4.4 Global Cordless Power Tools Sales Price Trend Analysis (2020-2032)
- 5 Global Cordless Power Tools Market Size by Type and Application
- 5.1 Global Cordless Power Tools Market Size by Type
- 5.1.1 Global Cordless Power Tools Revenue and Forecast Analysis by Type (2020-2032)
- 5.1.2 Global Cordless Power Tools Sales and Forecast Analysis by Type (2020-2032)
- 5.2 Global Cordless Power Tools Market Size by Application
- 5.2.1 Global Cordless Power Tools Revenue and Forecast Analysis by Application (2020-2032)
- 5.2.2 Global Cordless Power Tools Sales and Forecast Analysis by Application (2020-2032)
- 6 North America
- 6.1 North America Cordless Power Tools Market Size and Growth Rate Analysis (2020-2032)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Cordless Power Tools Market Size by Type
- 6.3.1 North America Cordless Power Tools Sales by Type (2020-2032)
- 6.3.2 North America Cordless Power Tools Revenue by Type (2020-2032)
- 6.4 North America Cordless Power Tools Market Size by Application
- 6.4.1 North America Cordless Power Tools Sales by Application (2020-2032)
- 6.4.2 North America Cordless Power Tools Revenue by Application (2020-2032)
- 6.5 North America Cordless Power Tools Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Cordless Power Tools Market Size and Growth Rate Analysis (2020-2032)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Cordless Power Tools Market Size by Type
- 7.3.1 Europe Cordless Power Tools Sales by Type (2020-2032)
- 7.3.2 Europe Cordless Power Tools Revenue by Type (2020-2032)
- 7.4 Europe Cordless Power Tools Market Size by Application
- 7.4.1 Europe Cordless Power Tools Sales by Application (2020-2032)
- 7.4.2 Europe Cordless Power Tools Revenue by Application (2020-2032)
- 7.5 Europe Cordless Power Tools 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 Cordless Power Tools Market Size and Growth Rate Analysis (2020-2032)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Cordless Power Tools Market Size by Type
- 8.3.1 China Cordless Power Tools Sales by Type (2020-2032)
- 8.3.2 China Cordless Power Tools Revenue by Type (2020-2032)
- 8.4 China Cordless Power Tools Market Size by Application
- 8.4.1 China Cordless Power Tools Sales by Application (2020-2032)
- 8.4.2 China Cordless Power Tools Revenue by Application (2020-2032)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Cordless Power Tools Market Size and Growth Rate Analysis (2020-2032)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Cordless Power Tools Market Size by Type
- 9.3.1 APAC (excl. China) Cordless Power Tools Sales by Type (2020-2032)
- 9.3.2 APAC (excl. China) Cordless Power Tools Revenue by Type (2020-2032)
- 9.4 APAC (excl. China) Cordless Power Tools Market Size by Application
- 9.4.1 APAC (excl. China) Cordless Power Tools Sales by Application (2020-2032)
- 9.4.2 APAC (excl. China) Cordless Power Tools Revenue by Application (2020-2032)
- 9.5 APAC (excl. China) Cordless Power Tools 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 Cordless Power Tools Market Size and Growth Rate Analysis (2020-2032)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Cordless Power Tools Market Size by Type
- 10.3.1 Latin America Cordless Power Tools Sales by Type (2020-2032)
- 10.3.2 Latin America Cordless Power Tools Revenue by Type (2020-2032)
- 10.4 Latin America Cordless Power Tools Market Size by Application
- 10.4.1 Latin America Cordless Power Tools Sales by Application (2020-2032)
- 10.4.2 Latin America Cordless Power Tools Revenue by Application (2020-2032)
- 10.5 Latin America Cordless Power Tools Market Size by Country
- 10.6 Latin America Cordless Power Tools Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Cordless Power Tools Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Cordless Power Tools Market Size by Type
- 11.3.1 Middle East & Africa Cordless Power Tools Sales by Type (2020-2032)
- 11.3.2 Middle East & Africa Cordless Power Tools Revenue by Type (2020-2032)
- 11.4 Middle East & Africa Cordless Power Tools Market Size by Application
- 11.4.1 Middle East & Africa Cordless Power Tools Sales by Application (2020-2032)
- 11.4.2 Middle East & Africa Cordless Power Tools Revenue by Application (2020-2032)
- 11.5 Middle East Cordless Power Tools Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Cordless Power Tools Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 12.1.1 Global Cordless Power Tools Market Sales by Key Manufacturers (2021-2025)
- 12.1.2 Global Cordless Power Tools Market Revenue by Key Manufacturers (2021-2025)
- 12.1.3 Global Cordless Power Tools Average Sales Price by Manufacturers (2021-2025)
- 12.2 Cordless Power Tools Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Cordless Power Tools 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 TTI
- 13.1.1 TTI Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 TTI Cordless Power Tools Product Portfolio
- 13.1.3 TTI Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.2 Stanley Black & Decker
- 13.2.1 Stanley Black & Decker Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Stanley Black & Decker Cordless Power Tools Product Portfolio
- 13.2.3 Stanley Black & Decker Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.3 Bosch
- 13.3.1 Bosch Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 Bosch Cordless Power Tools Product Portfolio
- 13.3.3 Bosch Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.4 Makita
- 13.4.1 Makita Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 Makita Cordless Power Tools Product Portfolio
- 13.4.3 Makita Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.5 HiKOKI
- 13.5.1 HiKOKI Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 HiKOKI Cordless Power Tools Product Portfolio
- 13.5.3 HiKOKI Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.6 Stihl
- 13.6.1 Stihl Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 Stihl Cordless Power Tools Product Portfolio
- 13.6.3 Stihl Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.7 Husqvarna
- 13.7.1 Husqvarna Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 Husqvarna Cordless Power Tools Product Portfolio
- 13.7.3 Husqvarna Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.8 Snap-on Incorporated
- 13.8.1 Snap-on Incorporated Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.8.2 Snap-on Incorporated Cordless Power Tools Product Portfolio
- 13.8.3 Snap-on Incorporated Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.9 Greenworks
- 13.9.1 Greenworks Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.9.2 Greenworks Cordless Power Tools Product Portfolio
- 13.9.3 Greenworks Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.10 Hilti
- 13.10.1 Hilti Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.10.2 Hilti Cordless Power Tools Product Portfolio
- 13.10.3 Hilti Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.11 Dongcheng
- 13.11.1 Dongcheng Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.11.2 Dongcheng Cordless Power Tools Product Portfolio
- 13.11.3 Dongcheng Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.12 Festool
- 13.12.1 Festool Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.12.2 Festool Cordless Power Tools Product Portfolio
- 13.12.3 Festool Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.13 Positec Group
- 13.13.1 Positec Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.13.2 Positec Group Cordless Power Tools Product Portfolio
- 13.13.3 Positec Group Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.14 CHERVON
- 13.14.1 CHERVON Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.14.2 CHERVON Cordless Power Tools Product Portfolio
- 13.14.3 CHERVON Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.15 Yamabiko
- 13.15.1 Yamabiko Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.15.2 Yamabiko Cordless Power Tools Product Portfolio
- 13.15.3 Yamabiko Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.16 C. & E. Fein
- 13.16.1 C. & E. Fein Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.16.2 C. & E. Fein Cordless Power Tools Product Portfolio
- 13.16.3 C. & E. Fein Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.17 Apex Tool Group
- 13.17.1 Apex Tool Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.17.2 Apex Tool Group Cordless Power Tools Product Portfolio
- 13.17.3 Apex Tool Group Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.18 Einhell
- 13.18.1 Einhell Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.18.2 Einhell Cordless Power Tools Product Portfolio
- 13.18.3 Einhell Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.19 Emerson
- 13.19.1 Emerson Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.19.2 Emerson Cordless Power Tools Product Portfolio
- 13.19.3 Emerson Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.20 Jiangsu Jinding
- 13.20.1 Jiangsu Jinding Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.20.2 Jiangsu Jinding Cordless Power Tools Product Portfolio
- 13.20.3 Jiangsu Jinding Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.21 Chicago Pneumatic
- 13.21.1 Chicago Pneumatic Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.21.2 Chicago Pneumatic Cordless Power Tools Product Portfolio
- 13.21.3 Chicago Pneumatic Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.22 Emak
- 13.22.1 Emak Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.22.2 Emak Cordless Power Tools Product Portfolio
- 13.22.3 Emak Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.23 Blount
- 13.23.1 Blount Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.23.2 Blount Cordless Power Tools Product Portfolio
- 13.23.3 Blount Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.24 KEN
- 13.24.1 KEN Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.24.2 KEN Cordless Power Tools Product Portfolio
- 13.24.3 KEN Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.25 Fortive
- 13.25.1 Fortive Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.25.2 Fortive Cordless Power Tools Product Portfolio
- 13.25.3 Fortive Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.26 ITW
- 13.26.1 ITW Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.26.2 ITW Cordless Power Tools Product Portfolio
- 13.26.3 ITW Cordless Power Tools Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14 Industry Chain Analysis
- 14.1 Cordless Power Tools Industry Chain Analysis
- 14.2 Cordless Power Tools Industry Raw Material and Suppliers Analysis
- 14.2.1 Cordless Power Tools Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Cordless Power Tools Typical Downstream Customers
- 14.4 Cordless Power Tools 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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