Global ISO and ANSI Pumps Competitive Landscape Professional Research Report 2024

Report Format: PDF   |   Report ID: 5683511   |   Published Date: August 2024   |   Pages:  170+  

Research Summary
ISO and ANSI pumps refer to two different standards for centrifugal pumps widely used in various industries. ISO (International Organization for Standardization) and ANSI (American National Standards Institute) are organizations that establish standards for industrial equipment to ensure compatibility and interchangeability. ISO pumps adhere to international standards set by ISO, while ANSI pumps adhere to standards established by ANSI. These standards cover dimensions, performance criteria, and design features of centrifugal pumps, facilitating consistency and compatibility across different manufacturers. ISO pumps are more prevalent in global markets, while ANSI pumps are commonly used in North America. Both types of pumps serve similar purposes, such as transferring liquids in industrial processes, and their standardization allows for easier selection, installation, and maintenance of pumps in a range of applications. The choice between ISO and ANSI pumps often depends on regional preferences, industry standards, and project specifications.
According to DIResearch's in-depth investigation and research, the global ISO and ANSI Pumps 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 ISO and ANSI Pumps include Flowserve, KSB, Dover (PSG), Sulzer, Xylem, WILO, Ruhrpumpen Group, ANDRITZ, ITT Goulds Pumps, Pentair, Grundfos, Sundyne, Ebara Corporation, SPX FLOW, CECO Environmental, Iwaki, Richter, Torishima, DXP-Pumpworks, CP Pumpen, Kaiquan, Thompson, Magnatex, Dickow Pumpen, Klaus Union 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 ISO and ANSI Pumps. 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 ISO and ANSI Pumps 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 ISO and ANSI Pumps 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 ISO and ANSI Pumps 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 ISO and ANSI Pumps Include:
Flowserve
KSB
Dover (PSG)
Sulzer
Xylem
WILO
Ruhrpumpen Group
ANDRITZ
ITT Goulds Pumps
Pentair
Grundfos
Sundyne
Ebara Corporation
SPX FLOW
CECO Environmental
Iwaki
Richter
Torishima
DXP-Pumpworks
CP Pumpen
Kaiquan
Thompson
Magnatex
Dickow Pumpen
Klaus Union
ISO and ANSI Pumps Product Segment Include:
Magdrive Pumps
Sealed Pumps
ISO and ANSI Pumps Product Application Include:
Oil & Gas
Chemical Industry
General Industry
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global ISO and ANSI Pumps Industry PESTEL Analysis
Chapter 3: Global ISO and ANSI Pumps Industry Porter's Five Forces Analysis
Chapter 4: Global ISO and ANSI Pumps Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global ISO and ANSI Pumps Market Size and Forecast by Type and Application Analysis
Chapter 6: North America ISO and ANSI Pumps Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe ISO and ANSI Pumps Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China ISO and ANSI Pumps Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) ISO and ANSI Pumps Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America ISO and ANSI Pumps Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa ISO and ANSI Pumps Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global ISO and ANSI Pumps 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 ISO and ANSI Pumps Market Overview

1.1 Product Definition and Statistical Scope

1.2 ISO and ANSI Pumps Product by Type

1.2.1 Global ISO and ANSI Pumps Market Size by Type, 2023 VS 2024 VS 2030

1.2.2 Magdrive Pumps

1.2.3 Sealed Pumps

1.3 ISO and ANSI Pumps Product by Application

1.3.1 Global ISO and ANSI Pumps Market Size by Application, 2023 VS 2024 VS 2030

1.3.2 Oil & Gas

1.3.3 Chemical Industry

1.3.4 General Industry

1.3.5 Others

1.4 Global ISO and ANSI Pumps Market Revenue and Sales Analysis

1.4.1 Global ISO and ANSI Pumps Market Size Analysis (2019-2030)

1.4.2 Global ISO and ANSI Pumps Market Sales Analysis (2019-2030)

1.4.3 Global ISO and ANSI Pumps Market Sales Price Trend Analysis (2019-2030)

1.5 ISO and ANSI Pumps Market Development Status and Trends

1.5.1 ISO and ANSI Pumps Industry Development Status Analysis

1.5.2 ISO and ANSI Pumps Industry Development Trends Analysis

2 ISO and ANSI Pumps 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 ISO and ANSI Pumps 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 ISO and ANSI Pumps Market Analysis by Regions

4.1 ISO and ANSI Pumps Overall Market: 2023 VS 2024 VS 2030

4.2 Global ISO and ANSI Pumps Revenue and Forecast Analysis (2019-2030)

4.2.1 Global ISO and ANSI Pumps Revenue and Market Share by Region (2019-2024)

4.2.2 Global ISO and ANSI Pumps Revenue Forecast by Region (2025-2030)

4.3 Global ISO and ANSI Pumps Sales and Forecast Analysis (2019-2030)

4.3.1 Global ISO and ANSI Pumps Sales and Market Share by Region (2019-2024)

4.3.2 Global ISO and ANSI Pumps Sales Forecast by Region (2025-2030)

4.4 Global ISO and ANSI Pumps Sales Price Trend Analysis (2019-2030)

5 Global ISO and ANSI Pumps Market Size by Type and Application

5.1 Global ISO and ANSI Pumps Market Size by Type

5.1.1 Global ISO and ANSI Pumps Revenue and Forecast Analysis by Type (2019-2030)

5.1.2 Global ISO and ANSI Pumps Sales and Forecast Analysis by Type (2019-2030)

5.2 Global ISO and ANSI Pumps Market Size by Application

5.2.1 Global ISO and ANSI Pumps Revenue and Forecast Analysis by Application (2019-2030)

5.2.2 Global ISO and ANSI Pumps Sales and Forecast Analysis by Application (2019-2030)

6 North America

6.1 North America ISO and ANSI Pumps Market Size and Growth Rate Analysis (2019-2030)

6.2 North America Key Manufacturers Analysis

6.3 North America ISO and ANSI Pumps Market Size by Type

6.3.1 North America ISO and ANSI Pumps Sales by Type (2019-2030)

6.3.2 North America ISO and ANSI Pumps Revenue by Type (2019-2030)

6.4 North America ISO and ANSI Pumps Market Size by Application

6.4.1 North America ISO and ANSI Pumps Sales by Application (2019-2030)

6.4.2 North America ISO and ANSI Pumps Revenue by Application (2019-2030)

6.5 North America ISO and ANSI Pumps Market Size by Country

6.5.1 US

6.5.2 Canada

7 Europe

7.1 Europe ISO and ANSI Pumps Market Size and Growth Rate Analysis (2019-2030)

7.2 Europe Key Manufacturers Analysis

7.3 Europe ISO and ANSI Pumps Market Size by Type

7.3.1 Europe ISO and ANSI Pumps Sales by Type (2019-2030)

7.3.2 Europe ISO and ANSI Pumps Revenue by Type (2019-2030)

7.4 Europe ISO and ANSI Pumps Market Size by Application

7.4.1 Europe ISO and ANSI Pumps Sales by Application (2019-2030)

7.4.2 ? Europe ISO and ANSI Pumps Revenue by Application (2019-2030)

7.5 Europe ISO and ANSI Pumps 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 ISO and ANSI Pumps Market Size and Growth Rate Analysis (2019-2030)

8.2 China Key Manufacturers Analysis

8.3 China ISO and ANSI Pumps Market Size by Type

8.3.1 China ISO and ANSI Pumps Sales by Type (2019-2030)

8.3.2 China ISO and ANSI Pumps Revenue by Type (2019-2030)

8.4 China ISO and ANSI Pumps Market Size by Application

8.4.1 China ISO and ANSI Pumps Sales by Application (2019-2030)

8.4.2 China ISO and ANSI Pumps Revenue by Application (2019-2030)

9 APAC (excl. China)

9.1 APAC (excl. China) ISO and ANSI Pumps Market Size and Growth Rate Analysis (2019-2030)

9.2 APAC (excl. China) Key Manufacturers Analysis

9.3 APAC (excl. China) ISO and ANSI Pumps Market Size by Type

9.3.1 APAC (excl. China) ISO and ANSI Pumps Sales by Type (2019-2030)

9.3.2 APAC (excl. China) ISO and ANSI Pumps Revenue by Type (2019-2030)

9.4 APAC (excl. China) ISO and ANSI Pumps Market Size by Application

9.4.1 APAC (excl. China) ISO and ANSI Pumps Sales by Application (2019-2030)

9.4.2 APAC (excl. China) ISO and ANSI Pumps Revenue by Application (2019-2030)

9.5 APAC (excl. China) ISO and ANSI Pumps 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 ISO and ANSI Pumps Market Size and Growth Rate Analysis (2019-2030)

10.2 Latin America Key Manufacturers Analysis

10.3 Latin America ISO and ANSI Pumps Market Size by Type

10.3.1 Latin America ISO and ANSI Pumps Sales by Type (2019-2030)

10.3.2 Latin America ISO and ANSI Pumps Revenue by Type (2019-2030)

10.4 Latin America ISO and ANSI Pumps Market Size by Application

10.4.1 Latin America ISO and ANSI Pumps Sales by Application (2019-2030)

10.4.2 Latin America ISO and ANSI Pumps Revenue by Application (2019-2030)

10.5 Latin America ISO and ANSI Pumps Market Size by Country

10.5.1 Mexico

10.5.2 Brazil

11 Middle East & Africa

11.1 Middle East & Africa ISO and ANSI Pumps Market Size and Growth Rate Analysis (2019-2030)

11.2 Middle East & Africa Key Manufacturers Analysis

11.3 Middle East & Africa ISO and ANSI Pumps Market Size by Type

11.3.1 Middle East & Africa ISO and ANSI Pumps Sales by Type (2019-2030)

11.3.2 Middle East & Africa ISO and ANSI Pumps Revenue by Type (2019-2030)

11.4 Middle East & Africa ISO and ANSI Pumps Market Size by Application

11.4.1 Middle East & Africa ISO and ANSI Pumps Sales by Application (2019-2030)

11.4.2 Middle East & Africa ISO and ANSI Pumps Revenue by Application (2019-2030)

11.5 Middle East & Africa ISO and ANSI Pumps Market Size by Country

11.5.1 Saudi Arabia

11.5.2 South Africa

12 Competition by Manufacturers

12.1 Global ISO and ANSI Pumps Market Sales, Revenue and Price by Key Manufacturers (2020-2024)

12.1.1 Global ISO and ANSI Pumps Market Sales by Key Manufacturers (2020-2024)

12.1.2 Global ISO and ANSI Pumps Market Revenue by Key Manufacturers (2020-2024)

12.1.3 Global ISO and ANSI Pumps Average Sales Price by Manufacturers (2020-2024)

12.2 ISO and ANSI Pumps Competitive Landscape Analysis and Market Dynamic

12.2.1 ISO and ANSI Pumps 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 Flowserve

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

13.1.2 Flowserve ISO and ANSI Pumps Product Portfolio

13.1.3 Flowserve ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.2 KSB

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

13.2.2 KSB ISO and ANSI Pumps Product Portfolio

13.2.3 KSB ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.3 Dover (PSG)

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

13.3.2 Dover (PSG) ISO and ANSI Pumps Product Portfolio

13.3.3 Dover (PSG) ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.4 Sulzer

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

13.4.2 Sulzer ISO and ANSI Pumps Product Portfolio

13.4.3 Sulzer ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.5 Xylem

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

13.5.2 Xylem ISO and ANSI Pumps Product Portfolio

13.5.3 Xylem ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.6 WILO

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

13.6.2 WILO ISO and ANSI Pumps Product Portfolio

13.6.3 WILO ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.7 Ruhrpumpen Group

13.7.1 Ruhrpumpen Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.7.2 Ruhrpumpen Group ISO and ANSI Pumps Product Portfolio

13.7.3 Ruhrpumpen Group ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.8 ANDRITZ

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

13.8.2 ANDRITZ ISO and ANSI Pumps Product Portfolio

13.8.3 ANDRITZ ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.9 ITT Goulds Pumps

13.9.1 ITT Goulds Pumps Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.9.2 ITT Goulds Pumps ISO and ANSI Pumps Product Portfolio

13.9.3 ITT Goulds Pumps ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.10 Pentair

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

13.10.2 Pentair ISO and ANSI Pumps Product Portfolio

13.10.3 Pentair ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.11 Grundfos

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

13.11.2 Grundfos ISO and ANSI Pumps Product Portfolio

13.11.3 Grundfos ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.12 Sundyne

13.12.1 Sundyne Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.12.2 Sundyne ISO and ANSI Pumps Product Portfolio

13.12.3 Sundyne ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.13 Ebara Corporation

13.13.1 Ebara Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.13.2 Ebara Corporation ISO and ANSI Pumps Product Portfolio

13.13.3 Ebara Corporation ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.14 SPX FLOW

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

13.14.2 SPX FLOW ISO and ANSI Pumps Product Portfolio

13.14.3 SPX FLOW ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.15 CECO Environmental

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

13.15.2 CECO Environmental ISO and ANSI Pumps Product Portfolio

13.15.3 CECO Environmental ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.16 Iwaki

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

13.16.2 Iwaki ISO and ANSI Pumps Product Portfolio

13.16.3 Iwaki ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.17 Richter

13.17.1 Richter Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.17.2 Richter ISO and ANSI Pumps Product Portfolio

13.17.3 Richter ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.18 Torishima

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

13.18.2 Torishima ISO and ANSI Pumps Product Portfolio

13.18.3 Torishima ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.19 DXP-Pumpworks

13.19.1 DXP-Pumpworks Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.19.2 DXP-Pumpworks ISO and ANSI Pumps Product Portfolio

13.19.3 DXP-Pumpworks ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.20 CP Pumpen

13.20.1 CP Pumpen Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.20.2 CP Pumpen ISO and ANSI Pumps Product Portfolio

13.20.3 CP Pumpen ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.21 Kaiquan

13.21.1 Kaiquan Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.21.2 Kaiquan ISO and ANSI Pumps Product Portfolio

13.21.3 Kaiquan ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.22 Thompson

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

13.22.2 Thompson ISO and ANSI Pumps Product Portfolio

13.22.3 Thompson ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.23 Magnatex

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

13.23.2 Magnatex ISO and ANSI Pumps Product Portfolio

13.23.3 Magnatex ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.24 Dickow Pumpen

13.24.1 Dickow Pumpen Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)

13.24.2 Dickow Pumpen ISO and ANSI Pumps Product Portfolio

13.24.3 Dickow Pumpen ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

13.25 Klaus Union

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

13.25.2 Klaus Union ISO and ANSI Pumps Product Portfolio

13.25.3 Klaus Union ISO and ANSI Pumps Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)

14 Industry Chain Analysis

14.1 ISO and ANSI Pumps Industry Chain Analysis

14.2 ISO and ANSI Pumps Industry Upstream Supply Analysis

14.2.1 Upstream Key Raw Material Supply Analysis

14.2.2 Raw Material Suppliers and Contact Information

14.3 ISO and ANSI Pumps Typical Downstream Customers

14.4 ISO and ANSI Pumps 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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