Global Expanded Beam Fiber Optic Connectors Competitive Landscape Professional Research Report 2025
Description
Global Expanded Beam Fiber Optic Connectors Competitive Landscape Professional Research Report 2025
Research Summary
Expanded Beam Fiber Optic Connectors are a type of optical connector designed to provide reliable and rugged connections for fiber optic cables, even in challenging environmental conditions. Unlike traditional connectors, which use physical contact between the fiber cores, expanded beam connectors use lenses or optical elements to expand the optical signal before transmitting it over a small air gap to the receiving connector. This design minimizes the risk of contamination, damage, or misalignment of the delicate fiber cores, making expanded beam connectors highly durable and suitable for use in harsh environments, such as military, aerospace, and industrial applications. They offer robust optical performance, reduced maintenance requirements, and resistance to factors like dust, dirt, and moisture, ensuring reliable data transmission in demanding scenarios.
According to DIResearch's in-depth investigation and research, the global Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors include Amphenol, Molex, 3M, ODU GmbH & Co.KG, TE Connectivity, Sumitomo Electric Industries, EATON, AVIC Jonhon Optronic Technology, Radiall, Neutrik, Harting, Glenair, Inc, X-BEAM Tech, Bel Fuse Inc, DIAMOND SA, Micropol, Ksaria 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 Expanded Beam Fiber Optic Connectors. 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 Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors Include:
Amphenol
Molex
3M
ODU GmbH & Co.KG
TE Connectivity
Sumitomo Electric Industries
EATON
AVIC Jonhon Optronic Technology
Radiall
Neutrik
Harting
Glenair, Inc
X-BEAM Tech
Bel Fuse Inc
DIAMOND SA
Micropol
Ksaria
Expanded Beam Fiber Optic Connectors Product Segment Include:
Single Channel Connector
Multi-channel Connector
Expanded Beam Fiber Optic Connectors Product Application Include:
Military and Defense Operations
Marine Operations
Geophysical Operations
Aircraft and Aerospace Operations
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Expanded Beam Fiber Optic Connectors Industry PESTEL Analysis
Chapter 3: Global Expanded Beam Fiber Optic Connectors Industry Porter’s Five Forces Analysis
Chapter 4: Global Expanded Beam Fiber Optic Connectors Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Expanded Beam Fiber Optic Connectors Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Expanded Beam Fiber Optic Connectors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Expanded Beam Fiber Optic Connectors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Expanded Beam Fiber Optic Connectors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Expanded Beam Fiber Optic Connectors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Expanded Beam Fiber Optic Connectors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Expanded Beam Fiber Optic Connectors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Expanded Beam Fiber Optic Connectors Product by Type
- 1.2.1 Single Channel Connector
- 1.2.2 Multi-channel Connector
- 1.3 Expanded Beam Fiber Optic Connectors Product by Application
- 1.3.1 Military and Defense Operations
- 1.3.2 Marine Operations
- 1.3.3 Geophysical Operations
- 1.3.4 Aircraft and Aerospace Operations
- 1.3.5 Others
- 1.4 Global Expanded Beam Fiber Optic Connectors Market Revenue and Sales Analysis
- 1.4.1 Global Expanded Beam Fiber Optic Connectors Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Expanded Beam Fiber Optic Connectors Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Expanded Beam Fiber Optic Connectors Market Sales Price Trend Analysis (2020-2032)
- 1.5 Expanded Beam Fiber Optic Connectors Industry Trends and Innovation
- 1.5.1 Expanded Beam Fiber Optic Connectors Industry Trends and Innovation
- 1.5.2 Expanded Beam Fiber Optic Connectors Market Drivers and Challenges
- 2 Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors Market Analysis by Regions
- 4.1 Expanded Beam Fiber Optic Connectors Overall Market: 2024 VS 2025 VS 2032
- 4.2 Global Expanded Beam Fiber Optic Connectors Revenue and Forecast Analysis (2020-2032)
- 4.2.1 Global Expanded Beam Fiber Optic Connectors Revenue and Market Share by Region (2020-2025)
- 4.2.2 Global Expanded Beam Fiber Optic Connectors Revenue and Market Share Forecast by Region (2026-2032)
- 4.3 Global Expanded Beam Fiber Optic Connectors Sales and Forecast Analysis (2020-2032)
- 4.3.1 Global Expanded Beam Fiber Optic Connectors Sales and Market Share by Region (2020-2025)
- 4.3.2 Global Expanded Beam Fiber Optic Connectors Sales and Market Share Forecast by Region (2026-2032)
- 4.4 Global Expanded Beam Fiber Optic Connectors Sales Price Trend Analysis (2020-2032)
- 5 Global Expanded Beam Fiber Optic Connectors Market Size by Type and Application
- 5.1 Global Expanded Beam Fiber Optic Connectors Market Size by Type
- 5.1.1 Global Expanded Beam Fiber Optic Connectors Revenue and Forecast Analysis by Type (2020-2032)
- 5.1.2 Global Expanded Beam Fiber Optic Connectors Sales and Forecast Analysis by Type (2020-2032)
- 5.2 Global Expanded Beam Fiber Optic Connectors Market Size by Application
- 5.2.1 Global Expanded Beam Fiber Optic Connectors Revenue and Forecast Analysis by Application (2020-2032)
- 5.2.2 Global Expanded Beam Fiber Optic Connectors Sales and Forecast Analysis by Application (2020-2032)
- 6 North America
- 6.1 North America Expanded Beam Fiber Optic Connectors Market Size and Growth Rate Analysis (2020-2032)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Expanded Beam Fiber Optic Connectors Market Size by Type
- 6.3.1 North America Expanded Beam Fiber Optic Connectors Sales by Type (2020-2032)
- 6.3.2 North America Expanded Beam Fiber Optic Connectors Revenue by Type (2020-2032)
- 6.4 North America Expanded Beam Fiber Optic Connectors Market Size by Application
- 6.4.1 North America Expanded Beam Fiber Optic Connectors Sales by Application (2020-2032)
- 6.4.2 North America Expanded Beam Fiber Optic Connectors Revenue by Application (2020-2032)
- 6.5 North America Expanded Beam Fiber Optic Connectors Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Expanded Beam Fiber Optic Connectors Market Size and Growth Rate Analysis (2020-2032)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Expanded Beam Fiber Optic Connectors Market Size by Type
- 7.3.1 Europe Expanded Beam Fiber Optic Connectors Sales by Type (2020-2032)
- 7.3.2 Europe Expanded Beam Fiber Optic Connectors Revenue by Type (2020-2032)
- 7.4 Europe Expanded Beam Fiber Optic Connectors Market Size by Application
- 7.4.1 Europe Expanded Beam Fiber Optic Connectors Sales by Application (2020-2032)
- 7.4.2 Europe Expanded Beam Fiber Optic Connectors Revenue by Application (2020-2032)
- 7.5 Europe Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors Market Size and Growth Rate Analysis (2020-2032)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Expanded Beam Fiber Optic Connectors Market Size by Type
- 8.3.1 China Expanded Beam Fiber Optic Connectors Sales by Type (2020-2032)
- 8.3.2 China Expanded Beam Fiber Optic Connectors Revenue by Type (2020-2032)
- 8.4 China Expanded Beam Fiber Optic Connectors Market Size by Application
- 8.4.1 China Expanded Beam Fiber Optic Connectors Sales by Application (2020-2032)
- 8.4.2 China Expanded Beam Fiber Optic Connectors Revenue by Application (2020-2032)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Expanded Beam Fiber Optic Connectors Market Size and Growth Rate Analysis (2020-2032)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Expanded Beam Fiber Optic Connectors Market Size by Type
- 9.3.1 APAC (excl. China) Expanded Beam Fiber Optic Connectors Sales by Type (2020-2032)
- 9.3.2 APAC (excl. China) Expanded Beam Fiber Optic Connectors Revenue by Type (2020-2032)
- 9.4 APAC (excl. China) Expanded Beam Fiber Optic Connectors Market Size by Application
- 9.4.1 APAC (excl. China) Expanded Beam Fiber Optic Connectors Sales by Application (2020-2032)
- 9.4.2 APAC (excl. China) Expanded Beam Fiber Optic Connectors Revenue by Application (2020-2032)
- 9.5 APAC (excl. China) Expanded Beam Fiber Optic Connectors 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 Expanded Beam Fiber Optic Connectors Market Size and Growth Rate Analysis (2020-2032)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Expanded Beam Fiber Optic Connectors Market Size by Type
- 10.3.1 Latin America Expanded Beam Fiber Optic Connectors Sales by Type (2020-2032)
- 10.3.2 Latin America Expanded Beam Fiber Optic Connectors Revenue by Type (2020-2032)
- 10.4 Latin America Expanded Beam Fiber Optic Connectors Market Size by Application
- 10.4.1 Latin America Expanded Beam Fiber Optic Connectors Sales by Application (2020-2032)
- 10.4.2 Latin America Expanded Beam Fiber Optic Connectors Revenue by Application (2020-2032)
- 10.5 Latin America Expanded Beam Fiber Optic Connectors Market Size by Country
- 10.6 Latin America Expanded Beam Fiber Optic Connectors Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Expanded Beam Fiber Optic Connectors Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Expanded Beam Fiber Optic Connectors Market Size by Type
- 11.3.1 Middle East & Africa Expanded Beam Fiber Optic Connectors Sales by Type (2020-2032)
- 11.3.2 Middle East & Africa Expanded Beam Fiber Optic Connectors Revenue by Type (2020-2032)
- 11.4 Middle East & Africa Expanded Beam Fiber Optic Connectors Market Size by Application
- 11.4.1 Middle East & Africa Expanded Beam Fiber Optic Connectors Sales by Application (2020-2032)
- 11.4.2 Middle East & Africa Expanded Beam Fiber Optic Connectors Revenue by Application (2020-2032)
- 11.5 Middle East Expanded Beam Fiber Optic Connectors Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Expanded Beam Fiber Optic Connectors Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 12.1.1 Global Expanded Beam Fiber Optic Connectors Market Sales by Key Manufacturers (2021-2025)
- 12.1.2 Global Expanded Beam Fiber Optic Connectors Market Revenue by Key Manufacturers (2021-2025)
- 12.1.3 Global Expanded Beam Fiber Optic Connectors Average Sales Price by Manufacturers (2021-2025)
- 12.2 Expanded Beam Fiber Optic Connectors Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Expanded Beam Fiber Optic Connectors 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 Amphenol
- 13.1.1 Amphenol Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 Amphenol Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.1.3 Amphenol Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.2 Molex
- 13.2.1 Molex Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Molex Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.2.3 Molex Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.3 3M
- 13.3.1 3M Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 3M Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.3.3 3M Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.4 ODU GmbH & Co.KG
- 13.4.1 ODU GmbH & Co.KG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 ODU GmbH & Co.KG Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.4.3 ODU GmbH & Co.KG Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.5 TE Connectivity
- 13.5.1 TE Connectivity Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 TE Connectivity Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.5.3 TE Connectivity Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.6 Sumitomo Electric Industries
- 13.6.1 Sumitomo Electric Industries Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 Sumitomo Electric Industries Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.6.3 Sumitomo Electric Industries Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.7 EATON
- 13.7.1 EATON Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 EATON Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.7.3 EATON Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.8 AVIC Jonhon Optronic Technology
- 13.8.1 AVIC Jonhon Optronic Technology Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.8.2 AVIC Jonhon Optronic Technology Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.8.3 AVIC Jonhon Optronic Technology Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.9 Radiall
- 13.9.1 Radiall Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.9.2 Radiall Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.9.3 Radiall Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.10 Neutrik
- 13.10.1 Neutrik Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.10.2 Neutrik Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.10.3 Neutrik Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.11 Harting
- 13.11.1 Harting Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.11.2 Harting Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.11.3 Harting Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.12 Glenair, Inc
- 13.12.1 Glenair, Inc Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.12.2 Glenair, Inc Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.12.3 Glenair, Inc Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.13 X-BEAM Tech
- 13.13.1 X-BEAM Tech Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.13.2 X-BEAM Tech Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.13.3 X-BEAM Tech Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.14 Bel Fuse Inc
- 13.14.1 Bel Fuse Inc Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.14.2 Bel Fuse Inc Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.14.3 Bel Fuse Inc Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.15 DIAMOND SA
- 13.15.1 DIAMOND SA Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.15.2 DIAMOND SA Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.15.3 DIAMOND SA Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.16 Micropol
- 13.16.1 Micropol Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.16.2 Micropol Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.16.3 Micropol Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.17 Ksaria
- 13.17.1 Ksaria Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.17.2 Ksaria Expanded Beam Fiber Optic Connectors Product Portfolio
- 13.17.3 Ksaria Expanded Beam Fiber Optic Connectors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14 Industry Chain Analysis
- 14.1 Expanded Beam Fiber Optic Connectors Industry Chain Analysis
- 14.2 Expanded Beam Fiber Optic Connectors Industry Raw Material and Suppliers Analysis
- 14.2.1 Expanded Beam Fiber Optic Connectors Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Expanded Beam Fiber Optic Connectors Typical Downstream Customers
- 14.4 Expanded Beam Fiber Optic Connectors 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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