Research Summary
A 3-in-1 electric drive system refers to a compact and integrated propulsion unit used in electric vehicles (EVs) that combines three essential components: an electric motor, power electronics, and a transmission or gearbox. This system is designed to efficiently convert electrical energy from the vehicle? 1/4 ?s battery into mechanical energy for propulsion. The electric motor serves as the primary source of propulsion by converting electrical power into rotational force, while the power electronics control module manages the flow of electricity between the battery pack and the motor, optimizing energy efficiency and performance. The transmission or gearbox is integrated within the system to transmit the motor? 1/4 ?s torque to the vehicle? 1/4 ?s wheels, allowing for varying speeds and enhancing overall drivability. This integrated design helps reduce weight, improve space utilization within the vehicle, and enhance the efficiency and responsiveness of electric drivetrains, contributing to the advancement of electric mobility technology.
According to DIResearch's in-depth investigation and research, the global 3-in-1 Electric Drive System market size will reach XX US$ Million in 2024, and is expected to reach XX US$ Million in 2030, with a CAGR of XX% (2025-2030). Among them, the China market has changed rapidly in the past few years. The market size in 2024 will be XX US$ Million, accounting for approximately XX% of the world. It is expected to reach XX US$ Million in 2030, and the global share will reach XX%.
The major global manufacturers of 3-in-1 Electric Drive System include Tesla, BYD, ZF Group, BorgWarner, Bosch, Valeo, Schaeffler, Vitesco Technologies, Nidec Corporation, MAHLE GmbH, GKN Automotive, XPT, Zhuzhou CRRC Times Electric, Broad-Ocean, JEE, Huawei, Ningbo Physis, JJE, Inovance Automotive, Enpower, Zhejiang Founder Motor, Shinry Technologies, DajunTech etc. The global players competition landscape in this report is divided into three tiers. The first tiers is the global leading enterprise, which occupies a major market share, is in a leading position in the industry, has strong competitiveness and influence, and has a large revenue scale; the second tiers has a certain share and popularity in the market, actively follows the industry leaders in product, service or technological innovation, and has a medium revenue scale; the third tiers has a smaller share in the market, has a lower brand awareness, mainly focuses on the local market, and has a relatively small revenue scale.
This report studies the market size, price trends and future development prospects of 3-in-1 Electric Drive System. Focus on analysing the market share, product portfolio, prices, sales volume, 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 3-in-1 Electric Drive System market. The report data covers historical data from 2019 to 2023, based year in 2024 and forecast data from 2025 to 2030.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the 3-in-1 Electric Drive System 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 3-in-1 Electric Drive System 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 3-in-1 Electric Drive System Include:
Tesla
BYD
ZF Group
BorgWarner
Bosch
Valeo
Schaeffler
Vitesco Technologies
Nidec Corporation
MAHLE GmbH
GKN Automotive
XPT
Zhuzhou CRRC Times Electric
Broad-Ocean
JEE
Huawei
Ningbo Physis
JJE
Inovance Automotive
Enpower
Zhejiang Founder Motor
Shinry Technologies
DajunTech
3-in-1 Electric Drive System Product Segment Include:
? 1/4 ?50kW
50-100kW
? 1/4 ?100kW
3-in-1 Electric Drive System Product Application Include:
Battery Electric Vehicle (BEV)
Plug-in Hybrid Electric Vehicle (PHEV)
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global 3-in-1 Electric Drive System Industry PESTEL Analysis
Chapter 3: Global 3-in-1 Electric Drive System Industry Porter's Five Forces Analysis
Chapter 4: Global 3-in-1 Electric Drive System Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global 3-in-1 Electric Drive System Market Size and Forecast by Type and Application Analysis
Chapter 6: North America 3-in-1 Electric Drive System Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe 3-in-1 Electric Drive System Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China 3-in-1 Electric Drive System Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) 3-in-1 Electric Drive System Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America 3-in-1 Electric Drive System Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa 3-in-1 Electric Drive System Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global 3-in-1 Electric Drive System 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 1 3-in-1 Electric Drive System Market Overview 1.1 Product Definition and Statistical Scope 1.2 3-in-1 Electric Drive System Product by Type 1.2.1 Global 3-in-1 Electric Drive System Market Size by Type, 2023 VS 2024 VS 2030 1.2.2 ? 1/4 ?50kW 1.2.3 50-100kW 1.2.4 ? 1/4 ?100kW 1.3 3-in-1 Electric Drive System Product by Application 1.3.1 Global 3-in-1 Electric Drive System Market Size by Application, 2023 VS 2024 VS 2030 1.3.2 Battery Electric Vehicle (BEV) 1.3.3 Plug-in Hybrid Electric Vehicle (PHEV) 1.4 Global 3-in-1 Electric Drive System Market Revenue and Sales Analysis 1.4.1 Global 3-in-1 Electric Drive System Market Size Analysis (2019-2030) 1.4.2 Global 3-in-1 Electric Drive System Market Sales Analysis (2019-2030) 1.4.3 Global 3-in-1 Electric Drive System Market Sales Price Trend Analysis (2019-2030) 1.5 3-in-1 Electric Drive System Market Development Status and Trends 1.5.1 3-in-1 Electric Drive System Industry Development Status Analysis 1.5.2 3-in-1 Electric Drive System Industry Development Trends Analysis 2 3-in-1 Electric Drive System 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 3-in-1 Electric Drive System 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 3-in-1 Electric Drive System Market Analysis by Regions 4.1 3-in-1 Electric Drive System Overall Market: 2023 VS 2024 VS 2030 4.2 Global 3-in-1 Electric Drive System Revenue and Forecast Analysis (2019-2030) 4.2.1 Global 3-in-1 Electric Drive System Revenue and Market Share by Region (2019-2024) 4.2.2 Global 3-in-1 Electric Drive System Revenue Forecast by Region (2025-2030) 4.3 Global 3-in-1 Electric Drive System Sales and Forecast Analysis (2019-2030) 4.3.1 Global 3-in-1 Electric Drive System Sales and Market Share by Region (2019-2024) 4.3.2 Global 3-in-1 Electric Drive System Sales Forecast by Region (2025-2030) 4.4 Global 3-in-1 Electric Drive System Sales Price Trend Analysis (2019-2030) 5 Global 3-in-1 Electric Drive System Market Size by Type and Application 5.1 Global 3-in-1 Electric Drive System Market Size by Type 5.1.1 Global 3-in-1 Electric Drive System Revenue and Forecast Analysis by Type (2019-2030) 5.1.2 Global 3-in-1 Electric Drive System Sales and Forecast Analysis by Type (2019-2030) 5.2 Global 3-in-1 Electric Drive System Market Size by Application 5.2.1 Global 3-in-1 Electric Drive System Revenue and Forecast Analysis by Application (2019-2030) 5.2.2 Global 3-in-1 Electric Drive System Sales and Forecast Analysis by Application (2019-2030) 6 North America 6.1 North America 3-in-1 Electric Drive System Market Size and Growth Rate Analysis (2019-2030) 6.2 North America Key Manufacturers Analysis 6.3 North America 3-in-1 Electric Drive System Market Size by Type 6.3.1 North America 3-in-1 Electric Drive System Sales by Type (2019-2030) 6.3.2 North America 3-in-1 Electric Drive System Revenue by Type (2019-2030) 6.4 North America 3-in-1 Electric Drive System Market Size by Application 6.4.1 North America 3-in-1 Electric Drive System Sales by Application (2019-2030) 6.4.2 North America 3-in-1 Electric Drive System Revenue by Application (2019-2030) 6.5 North America 3-in-1 Electric Drive System Market Size by Country 6.5.1 US 6.5.2 Canada 7 Europe 7.1 Europe 3-in-1 Electric Drive System Market Size and Growth Rate Analysis (2019-2030) 7.2 Europe Key Manufacturers Analysis 7.3 Europe 3-in-1 Electric Drive System Market Size by Type 7.3.1 Europe 3-in-1 Electric Drive System Sales by Type (2019-2030) 7.3.2 Europe 3-in-1 Electric Drive System Revenue by Type (2019-2030) 7.4 Europe 3-in-1 Electric Drive System Market Size by Application 7.4.1 Europe 3-in-1 Electric Drive System Sales by Application (2019-2030) 7.4.2 ? Europe 3-in-1 Electric Drive System Revenue by Application (2019-2030) 7.5 Europe 3-in-1 Electric Drive System 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 3-in-1 Electric Drive System Market Size and Growth Rate Analysis (2019-2030) 8.2 China Key Manufacturers Analysis 8.3 China 3-in-1 Electric Drive System Market Size by Type 8.3.1 China 3-in-1 Electric Drive System Sales by Type (2019-2030) 8.3.2 China 3-in-1 Electric Drive System Revenue by Type (2019-2030) 8.4 China 3-in-1 Electric Drive System Market Size by Application 8.4.1 China 3-in-1 Electric Drive System Sales by Application (2019-2030) 8.4.2 China 3-in-1 Electric Drive System Revenue by Application (2019-2030) 9 APAC (excl. China) 9.1 APAC (excl. China) 3-in-1 Electric Drive System Market Size and Growth Rate Analysis (2019-2030) 9.2 APAC (excl. China) Key Manufacturers Analysis 9.3 APAC (excl. China) 3-in-1 Electric Drive System Market Size by Type 9.3.1 APAC (excl. China) 3-in-1 Electric Drive System Sales by Type (2019-2030) 9.3.2 APAC (excl. China) 3-in-1 Electric Drive System Revenue by Type (2019-2030) 9.4 APAC (excl. China) 3-in-1 Electric Drive System Market Size by Application 9.4.1 APAC (excl. China) 3-in-1 Electric Drive System Sales by Application (2019-2030) 9.4.2 APAC (excl. China) 3-in-1 Electric Drive System Revenue by Application (2019-2030) 9.5 APAC (excl. China) 3-in-1 Electric Drive System Market Size by Country 9.5.1 Japan 9.5.2 South Korea 9.5.3 India 9.5.4 Australia 9.5.5 Indonesia 9.5.6 Vietnam 9.5.7 Malaysia 9.5.8 Thailand 10 Latin America 10.1 Latin America 3-in-1 Electric Drive System Market Size and Growth Rate Analysis (2019-2030) 10.2 Latin America Key Manufacturers Analysis 10.3 Latin America 3-in-1 Electric Drive System Market Size by Type 10.3.1 Latin America 3-in-1 Electric Drive System Sales by Type (2019-2030) 10.3.2 Latin America 3-in-1 Electric Drive System Revenue by Type (2019-2030) 10.4 Latin America 3-in-1 Electric Drive System Market Size by Application 10.4.1 Latin America 3-in-1 Electric Drive System Sales by Application (2019-2030) 10.4.2 Latin America 3-in-1 Electric Drive System Revenue by Application (2019-2030) 10.5 Latin America 3-in-1 Electric Drive System Market Size by Country 10.5.1 Mexico 10.5.2 Brazil 11 Middle East & Africa 11.1 Middle East & Africa 3-in-1 Electric Drive System Market Size and Growth Rate Analysis (2019-2030) 11.2 Middle East & Africa Key Manufacturers Analysis 11.3 Middle East & Africa 3-in-1 Electric Drive System Market Size by Type 11.3.1 Middle East & Africa 3-in-1 Electric Drive System Sales by Type (2019-2030) 11.3.2 Middle East & Africa 3-in-1 Electric Drive System Revenue by Type (2019-2030) 11.4 Middle East & Africa 3-in-1 Electric Drive System Market Size by Application 11.4.1 Middle East & Africa 3-in-1 Electric Drive System Sales by Application (2019-2030) 11.4.2 Middle East & Africa 3-in-1 Electric Drive System Revenue by Application (2019-2030) 11.5 Middle East & Africa 3-in-1 Electric Drive System Market Size by Country 11.5.1 Saudi Arabia 11.5.2 South Africa 12 Competition by Manufacturers 12.1 Global 3-in-1 Electric Drive System Market Sales, Revenue and Price by Key Manufacturers (2020-2024) 12.1.1 Global 3-in-1 Electric Drive System Market Sales by Key Manufacturers (2020-2024) 12.1.2 Global 3-in-1 Electric Drive System Market Revenue by Key Manufacturers (2020-2024) 12.1.3 Global 3-in-1 Electric Drive System Average Sales Price by Manufacturers (2020-2024) 12.2 3-in-1 Electric Drive System Competitive Landscape Analysis and Market Dynamic 12.2.1 3-in-1 Electric Drive System 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 Tesla 13.1.1 Tesla Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.1.2 Tesla 3-in-1 Electric Drive System Product Portfolio 13.1.3 Tesla 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.2 BYD 13.2.1 BYD Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.2.2 BYD 3-in-1 Electric Drive System Product Portfolio 13.2.3 BYD 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.3 ZF Group 13.3.1 ZF Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.3.2 ZF Group 3-in-1 Electric Drive System Product Portfolio 13.3.3 ZF Group 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.4 BorgWarner 13.4.1 BorgWarner Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.4.2 BorgWarner 3-in-1 Electric Drive System Product Portfolio 13.4.3 BorgWarner 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.5 Bosch 13.5.1 Bosch Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.5.2 Bosch 3-in-1 Electric Drive System Product Portfolio 13.5.3 Bosch 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.6 Valeo 13.6.1 Valeo Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.6.2 Valeo 3-in-1 Electric Drive System Product Portfolio 13.6.3 Valeo 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.7 Schaeffler 13.7.1 Schaeffler Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.7.2 Schaeffler 3-in-1 Electric Drive System Product Portfolio 13.7.3 Schaeffler 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.8 Vitesco Technologies 13.8.1 Vitesco Technologies Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.8.2 Vitesco Technologies 3-in-1 Electric Drive System Product Portfolio 13.8.3 Vitesco Technologies 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.9 Nidec Corporation 13.9.1 Nidec Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.9.2 Nidec Corporation 3-in-1 Electric Drive System Product Portfolio 13.9.3 Nidec Corporation 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.10 MAHLE GmbH 13.10.1 MAHLE GmbH Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.10.2 MAHLE GmbH 3-in-1 Electric Drive System Product Portfolio 13.10.3 MAHLE GmbH 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.11 GKN Automotive 13.11.1 GKN Automotive Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.11.2 GKN Automotive 3-in-1 Electric Drive System Product Portfolio 13.11.3 GKN Automotive 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.12 XPT 13.12.1 XPT Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.12.2 XPT 3-in-1 Electric Drive System Product Portfolio 13.12.3 XPT 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.13 Zhuzhou CRRC Times Electric 13.13.1 Zhuzhou CRRC Times Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.13.2 Zhuzhou CRRC Times Electric 3-in-1 Electric Drive System Product Portfolio 13.13.3 Zhuzhou CRRC Times Electric 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.14 Broad-Ocean 13.14.1 Broad-Ocean Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.14.2 Broad-Ocean 3-in-1 Electric Drive System Product Portfolio 13.14.3 Broad-Ocean 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.15 JEE 13.15.1 JEE Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.15.2 JEE 3-in-1 Electric Drive System Product Portfolio 13.15.3 JEE 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.16 Huawei 13.16.1 Huawei Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.16.2 Huawei 3-in-1 Electric Drive System Product Portfolio 13.16.3 Huawei 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.17 Ningbo Physis 13.17.1 Ningbo Physis Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.17.2 Ningbo Physis 3-in-1 Electric Drive System Product Portfolio 13.17.3 Ningbo Physis 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.18 JJE 13.18.1 JJE Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.18.2 JJE 3-in-1 Electric Drive System Product Portfolio 13.18.3 JJE 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.19 Inovance Automotive 13.19.1 Inovance Automotive Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.19.2 Inovance Automotive 3-in-1 Electric Drive System Product Portfolio 13.19.3 Inovance Automotive 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.20 Enpower 13.20.1 Enpower Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.20.2 Enpower 3-in-1 Electric Drive System Product Portfolio 13.20.3 Enpower 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.21 Zhejiang Founder Motor 13.21.1 Zhejiang Founder Motor Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.21.2 Zhejiang Founder Motor 3-in-1 Electric Drive System Product Portfolio 13.21.3 Zhejiang Founder Motor 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.22 Shinry Technologies 13.22.1 Shinry Technologies Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.22.2 Shinry Technologies 3-in-1 Electric Drive System Product Portfolio 13.22.3 Shinry Technologies 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 13.23 DajunTech 13.23.1 DajunTech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information) 13.23.2 DajunTech 3-in-1 Electric Drive System Product Portfolio 13.23.3 DajunTech 3-in-1 Electric Drive System Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024) 14 Industry Chain Analysis 14.1 3-in-1 Electric Drive System Industry Chain Analysis 14.2 3-in-1 Electric Drive System Industry Upstream Supply Analysis 14.2.1 Upstream Key Raw Material Supply Analysis 14.2.2 Raw Material Suppliers and Contact Information 14.3 3-in-1 Electric Drive System Typical Downstream Customers 14.4 3-in-1 Electric Drive System 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
Publisher: DIResearch
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