Global Valve Positioners Competitive Landscape Professional Research Report 2024

Report Format: PDF   |   Report ID: 5683562   |   Published Date: August 2024   |   Pages:  170+  

Research Summary
Valve positioners are devices used in industrial processes to precisely control the position of a control valve in response to an external signal. These devices play a crucial role in ensuring the accurate and efficient regulation of fluid flow in various systems, such as those found in oil and gas, chemical processing, and power plants. The valve positioner receives input signals, often from a process controller or a control system, and adjusts the position of the control valve accordingly. This precise control helps optimize processes, improve system performance, and maintain desired conditions. Valve positioners can be pneumatic, electro-pneumatic, or electronic, and they contribute to the overall automation and reliability of industrial operations by ensuring that valves respond accurately to changing conditions.
According to DIResearch's in-depth investigation and research, the global Valve Positioners market size will reach US$ XX Million in 2024, and is expected to reach US$ XX 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 US$ XX Million, accounting for approximately XX% of the world. It is expected to reach US$ XX Million in 2030, and the global share will reach XX%.
The major global manufacturers of Valve Positioners include Emerson, Flowserve, Metso, General Electric, Siemens, ABB, SAMSON AG, Rotork, Azbil, SMC, Baker Hughes, B? 1/4 rkert, Schneider Electric, GEMU, Yokogawa, Nihon KOSO, Chongqing Chuanyi Automation, IMI STI, JORDAN VALVE, POWER GENEX, YOUNG TECH FRANCE, VRG Controls, Festo, Circor International, ContRoLAir, Crane, Gemu Group, Dwyer Instruments, Valve Related Controls, Power-Genex 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 Valve Positioners. 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 Valve Positioners 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 Valve Positioners 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 Valve Positioners 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 Valve Positioners Include:
Emerson
Flowserve
Metso
General Electric
Siemens
ABB
SAMSON AG
Rotork
Azbil
SMC
Baker Hughes
B? 1/4 rkert
Schneider Electric
GEMU
Yokogawa
Nihon KOSO
Chongqing Chuanyi Automation
IMI STI
JORDAN VALVE
POWER GENEX
YOUNG TECH FRANCE
VRG Controls
Festo
Circor International
ContRoLAir
Crane
Gemu Group
Dwyer Instruments
Valve Related Controls
Power-Genex
Valve Positioners Product Segment Include:
Pneumatic Valve Positioner
Electric Valve Positioner
Digital Valve Positioner
Valve Positioners Product Application Include:
Oil & Gas
Power
Water & Wastewater
Chemicals
Food & Beverages
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Valve Positioners Industry PESTEL Analysis
Chapter 3: Global Valve Positioners Industry Porter's Five Forces Analysis
Chapter 4: Global Valve Positioners Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Valve Positioners Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Valve Positioners Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Valve Positioners Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Valve Positioners Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Valve Positioners Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Valve Positioners Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Valve Positioners Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Valve Positioners 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 Valve Positioners Market Overview

1.1 Product Definition and Statistical Scope

1.2 Valve Positioners Product by Type

1.2.1 Global Valve Positioners Market Size by Type, 2023 VS 2024 VS 2030

1.2.2 Pneumatic Valve Positioner

1.2.3 Electric Valve Positioner

1.2.4 Digital Valve Positioner

1.3 Valve Positioners Product by Application

1.3.1 Global Valve Positioners Market Size by Application, 2023 VS 2024 VS 2030

1.3.2 Oil & Gas

1.3.3 Power

1.3.4 Water & Wastewater

1.3.5 Chemicals

1.3.6 Food & Beverages

1.3.7 Others

1.4 Global Valve Positioners Market Revenue and Sales Analysis

1.4.1 Global Valve Positioners Market Size Analysis (2019-2030)

1.4.2 Global Valve Positioners Market Sales Analysis (2019-2030)

1.4.3 Global Valve Positioners Market Sales Price Trend Analysis (2019-2030)

1.5 Valve Positioners Market Development Status and Trends

1.5.1 Valve Positioners Industry Development Status Analysis

1.5.2 Valve Positioners Industry Development Trends Analysis

2 Valve Positioners 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 Valve Positioners 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 Valve Positioners Market Analysis by Regions

4.1 Valve Positioners Overall Market: 2023 VS 2024 VS 2030

4.2 Global Valve Positioners Revenue and Forecast Analysis (2019-2030)

4.2.1 Global Valve Positioners Revenue and Market Share by Region (2019-2024)

4.2.2 Global Valve Positioners Revenue Forecast by Region (2025-2030)

4.3 Global Valve Positioners Sales and Forecast Analysis (2019-2030)

4.3.1 Global Valve Positioners Sales and Market Share by Region (2019-2024)

4.3.2 Global Valve Positioners Sales Forecast by Region (2025-2030)

4.4 Global Valve Positioners Sales Price Trend Analysis (2019-2030)

5 Global Valve Positioners Market Size by Type and Application

5.1 Global Valve Positioners Market Size by Type

5.1.1 Global Valve Positioners Revenue and Forecast Analysis by Type (2019-2030)

5.1.2 Global Valve Positioners Sales and Forecast Analysis by Type (2019-2030)

5.2 Global Valve Positioners Market Size by Application

5.2.1 Global Valve Positioners Revenue and Forecast Analysis by Application (2019-2030)

5.2.2 Global Valve Positioners Sales and Forecast Analysis by Application (2019-2030)

6 North America

6.1 North America Valve Positioners Market Size and Growth Rate Analysis (2019-2030)

6.2 North America Key Manufacturers Analysis

6.3 North America Valve Positioners Market Size by Type

6.3.1 North America Valve Positioners Sales by Type (2019-2030)

6.3.2 North America Valve Positioners Revenue by Type (2019-2030)

6.4 North America Valve Positioners Market Size by Application

6.4.1 North America Valve Positioners Sales by Application (2019-2030)

6.4.2 North America Valve Positioners Revenue by Application (2019-2030)

6.5 North America Valve Positioners Market Size by Country

6.5.1 US

6.5.2 Canada

7 Europe

7.1 Europe Valve Positioners Market Size and Growth Rate Analysis (2019-2030)

7.2 Europe Key Manufacturers Analysis

7.3 Europe Valve Positioners Market Size by Type

7.3.1 Europe Valve Positioners Sales by Type (2019-2030)

7.3.2 Europe Valve Positioners Revenue by Type (2019-2030)

7.4 Europe Valve Positioners Market Size by Application

7.4.1 Europe Valve Positioners Sales by Application (2019-2030)

7.4.2 ? Europe Valve Positioners Revenue by Application (2019-2030)

7.5 Europe Valve Positioners 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 Valve Positioners Market Size and Growth Rate Analysis (2019-2030)

8.2 China Key Manufacturers Analysis

8.3 China Valve Positioners Market Size by Type

8.3.1 China Valve Positioners Sales by Type (2019-2030)

8.3.2 China Valve Positioners Revenue by Type (2019-2030)

8.4 China Valve Positioners Market Size by Application

8.4.1 China Valve Positioners Sales by Application (2019-2030)

8.4.2 China Valve Positioners Revenue by Application (2019-2030)

9 APAC (excl. China)

9.1 APAC (excl. China) Valve Positioners Market Size and Growth Rate Analysis (2019-2030)

9.2 APAC (excl. China) Key Manufacturers Analysis

9.3 APAC (excl. China) Valve Positioners Market Size by Type

9.3.1 APAC (excl. China) Valve Positioners Sales by Type (2019-2030)

9.3.2 APAC (excl. China) Valve Positioners Revenue by Type (2019-2030)

9.4 APAC (excl. China) Valve Positioners Market Size by Application

9.4.1 APAC (excl. China) Valve Positioners Sales by Application (2019-2030)

9.4.2 APAC (excl. China) Valve Positioners Revenue by Application (2019-2030)

9.5 APAC (excl. China) Valve Positioners 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 Valve Positioners Market Size and Growth Rate Analysis (2019-2030)

10.2 Latin America Key Manufacturers Analysis

10.3 Latin America Valve Positioners Market Size by Type

10.3.1 Latin America Valve Positioners Sales by Type (2019-2030)

10.3.2 Latin America Valve Positioners Revenue by Type (2019-2030)

10.4 Latin America Valve Positioners Market Size by Application

10.4.1 Latin America Valve Positioners Sales by Application (2019-2030)

10.4.2 Latin America Valve Positioners Revenue by Application (2019-2030)

10.5 Latin America Valve Positioners Market Size by Country

10.5.1 Mexico

10.5.2 Brazil

11 Middle East & Africa

11.1 Middle East & Africa Valve Positioners Market Size and Growth Rate Analysis (2019-2030)

11.2 Middle East & Africa Key Manufacturers Analysis

11.3 Middle East & Africa Valve Positioners Market Size by Type

11.3.1 Middle East & Africa Valve Positioners Sales by Type (2019-2030)

11.3.2 Middle East & Africa Valve Positioners Revenue by Type (2019-2030)

11.4 Middle East & Africa Valve Positioners Market Size by Application

11.4.1 Middle East & Africa Valve Positioners Sales by Application (2019-2030)

11.4.2 Middle East & Africa Valve Positioners Revenue by Application (2019-2030)

11.5 Middle East & Africa Valve Positioners Market Size by Country

11.5.1 Saudi Arabia

11.5.2 South Africa

12 Competition by Manufacturers

12.1 Global Valve Positioners Market Sales, Revenue and Price by Key Manufacturers (2020-2024)

12.1.1 Global Valve Positioners Market Sales by Key Manufacturers (2020-2024)

12.1.2 Global Valve Positioners Market Revenue by Key Manufacturers (2020-2024)

12.1.3 Global Valve Positioners Average Sales Price by Manufacturers (2020-2024)

12.2 Valve Positioners Competitive Landscape Analysis and Market Dynamic

12.2.1 Valve Positioners 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 Emerson

13.1.1 Emerson Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.1.2 Emerson Valve Positioners Product Portfolio

13.1.3 Emerson Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.2 Flowserve

13.2.1 Flowserve Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.2.2 Flowserve Valve Positioners Product Portfolio

13.2.3 Flowserve Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.3 Metso

13.3.1 Metso Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.3.2 Metso Valve Positioners Product Portfolio

13.3.3 Metso Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.4 General Electric

13.4.1 General Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.4.2 General Electric Valve Positioners Product Portfolio

13.4.3 General Electric Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.5 Siemens

13.5.1 Siemens Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.5.2 Siemens Valve Positioners Product Portfolio

13.5.3 Siemens Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.6 ABB

13.6.1 ABB Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.6.2 ABB Valve Positioners Product Portfolio

13.6.3 ABB Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.7 SAMSON AG

13.7.1 SAMSON AG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.7.2 SAMSON AG Valve Positioners Product Portfolio

13.7.3 SAMSON AG Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.8 Rotork

13.8.1 Rotork Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.8.2 Rotork Valve Positioners Product Portfolio

13.8.3 Rotork Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.9 Azbil

13.9.1 Azbil Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.9.2 Azbil Valve Positioners Product Portfolio

13.9.3 Azbil Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.10 SMC

13.10.1 SMC Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.10.2 SMC Valve Positioners Product Portfolio

13.10.3 SMC Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.11 Baker Hughes

13.11.1 Baker Hughes Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.11.2 Baker Hughes Valve Positioners Product Portfolio

13.11.3 Baker Hughes Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.12 B? 1/4 rkert

13.12.1 B? 1/4 rkert Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.12.2 B? 1/4 rkert Valve Positioners Product Portfolio

13.12.3 B? 1/4 rkert Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.13 Schneider Electric

13.13.1 Schneider Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.13.2 Schneider Electric Valve Positioners Product Portfolio

13.13.3 Schneider Electric Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.14 GEMU

13.14.1 GEMU Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.14.2 GEMU Valve Positioners Product Portfolio

13.14.3 GEMU Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.15 Yokogawa

13.15.1 Yokogawa Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.15.2 Yokogawa Valve Positioners Product Portfolio

13.15.3 Yokogawa Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.16 Nihon KOSO

13.16.1 Nihon KOSO Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.16.2 Nihon KOSO Valve Positioners Product Portfolio

13.16.3 Nihon KOSO Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.17 Chongqing Chuanyi Automation

13.17.1 Chongqing Chuanyi Automation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.17.2 Chongqing Chuanyi Automation Valve Positioners Product Portfolio

13.17.3 Chongqing Chuanyi Automation Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.18 IMI STI

13.18.1 IMI STI Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.18.2 IMI STI Valve Positioners Product Portfolio

13.18.3 IMI STI Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.19 JORDAN VALVE

13.19.1 JORDAN VALVE Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.19.2 JORDAN VALVE Valve Positioners Product Portfolio

13.19.3 JORDAN VALVE Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.20 POWER GENEX

13.20.1 POWER GENEX Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.20.2 POWER GENEX Valve Positioners Product Portfolio

13.20.3 POWER GENEX Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.21 YOUNG TECH FRANCE

13.21.1 YOUNG TECH FRANCE Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.21.2 YOUNG TECH FRANCE Valve Positioners Product Portfolio

13.21.3 YOUNG TECH FRANCE Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.22 VRG Controls

13.22.1 VRG Controls Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.22.2 VRG Controls Valve Positioners Product Portfolio

13.22.3 VRG Controls Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.23 Festo

13.23.1 Festo Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.23.2 Festo Valve Positioners Product Portfolio

13.23.3 Festo Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.24 Circor International

13.24.1 Circor International Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.24.2 Circor International Valve Positioners Product Portfolio

13.24.3 Circor International Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.25 ContRoLAir

13.25.1 ContRoLAir Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.25.2 ContRoLAir Valve Positioners Product Portfolio

13.25.3 ContRoLAir Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.26 Crane

13.26.1 Crane Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.26.2 Crane Valve Positioners Product Portfolio

13.26.3 Crane Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.27 Gemu Group

13.27.1 Gemu Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.27.2 Gemu Group Valve Positioners Product Portfolio

13.27.3 Gemu Group Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.28 Dwyer Instruments

13.28.1 Dwyer Instruments Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.28.2 Dwyer Instruments Valve Positioners Product Portfolio

13.28.3 Dwyer Instruments Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.29 Valve Related Controls

13.29.1 Valve Related Controls Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.29.2 Valve Related Controls Valve Positioners Product Portfolio

13.29.3 Valve Related Controls Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.30 Power-Genex

13.30.1 Power-Genex Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.30.2 Power-Genex Valve Positioners Product Portfolio

13.30.3 Power-Genex Valve Positioners Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14 Industry Chain Analysis

14.1 Valve Positioners Industry Chain Analysis

14.2 Valve Positioners Industry Upstream Supply Analysis

14.2.1 Upstream Key Raw Material Supply Analysis

14.2.2 Raw Material Suppliers and Contact Information

14.3 Valve Positioners Typical Downstream Customers

14.4 Valve Positioners 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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