Global Surgical Microscopes Competitive Landscape Professional Research Report 2025
Description
Research Summary
Surgical microscopes are specialized optical instruments used by surgeons and medical professionals to magnify and illuminate the surgical field during intricate procedures. These microscopes provide high-resolution, three-dimensional views of the surgical site, enabling precise visualization of delicate tissues, vessels, and nerves. Surgical microscopes typically feature adjustable magnification levels, focus, and illumination settings to accommodate different surgical procedures and anatomical structures. They may also include features such as ergonomic design, motorized controls, and integrated camera systems for documentation and teaching purposes. Surgical microscopes are used in various medical specialties, including neurosurgery, ophthalmology, otolaryngology, dentistry, and plastic surgery, to perform complex procedures with accuracy and precision. By enhancing visualization and enabling finer manipulation of tissues, surgical microscopes contribute to improved surgical outcomes, reduced complications, and enhanced patient safety.
According to DIResearch's in-depth investigation and research, the global Surgical Microscopes 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 Surgical Microscopes include Carl Zeiss AG, Leica Microsystems, Olympus, Topcon Corporation, Haag-Streit Surgical, Takagi Seiko, Zhenjiang Yihua Operation Instrument, Seiler Medical, Alltion (Wuzhou), Karl Kaps 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 Surgical Microscopes. 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 Surgical Microscopes 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 Surgical Microscopes 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 Surgical Microscopes 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 Surgical Microscopes Include:
Carl Zeiss AG
Leica Microsystems
Olympus
Topcon Corporation
Haag-Streit Surgical
Takagi Seiko
Zhenjiang Yihua Operation Instrument
Seiler Medical
Alltion (Wuzhou)
Karl Kaps
Surgical Microscopes Product Segment Include:
Neurosurgery
ENT Surgery
Spine Surgery
Plastic and Reconstructive Surgery
Surgical Microscopes Product Application Include:
Hospitals
Ambulatory Surgical Centers
Clinics & Physician Offices
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Surgical Microscopes Industry PESTEL Analysis
Chapter 3: Global Surgical Microscopes Industry Porter’s Five Forces Analysis
Chapter 4: Global Surgical Microscopes Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Surgical Microscopes Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Surgical Microscopes 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
Surgical microscopes are specialized optical instruments used by surgeons and medical professionals to magnify and illuminate the surgical field during intricate procedures. These microscopes provide high-resolution, three-dimensional views of the surgical site, enabling precise visualization of delicate tissues, vessels, and nerves. Surgical microscopes typically feature adjustable magnification levels, focus, and illumination settings to accommodate different surgical procedures and anatomical structures. They may also include features such as ergonomic design, motorized controls, and integrated camera systems for documentation and teaching purposes. Surgical microscopes are used in various medical specialties, including neurosurgery, ophthalmology, otolaryngology, dentistry, and plastic surgery, to perform complex procedures with accuracy and precision. By enhancing visualization and enabling finer manipulation of tissues, surgical microscopes contribute to improved surgical outcomes, reduced complications, and enhanced patient safety.
According to DIResearch's in-depth investigation and research, the global Surgical Microscopes 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 Surgical Microscopes include Carl Zeiss AG, Leica Microsystems, Olympus, Topcon Corporation, Haag-Streit Surgical, Takagi Seiko, Zhenjiang Yihua Operation Instrument, Seiler Medical, Alltion (Wuzhou), Karl Kaps 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 Surgical Microscopes. 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 Surgical Microscopes 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 Surgical Microscopes 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 Surgical Microscopes 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 Surgical Microscopes Include:
Carl Zeiss AG
Leica Microsystems
Olympus
Topcon Corporation
Haag-Streit Surgical
Takagi Seiko
Zhenjiang Yihua Operation Instrument
Seiler Medical
Alltion (Wuzhou)
Karl Kaps
Surgical Microscopes Product Segment Include:
Neurosurgery
ENT Surgery
Spine Surgery
Plastic and Reconstructive Surgery
Surgical Microscopes Product Application Include:
Hospitals
Ambulatory Surgical Centers
Clinics & Physician Offices
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Surgical Microscopes Industry PESTEL Analysis
Chapter 3: Global Surgical Microscopes Industry Porter’s Five Forces Analysis
Chapter 4: Global Surgical Microscopes Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Surgical Microscopes Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Surgical Microscopes Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Surgical Microscopes 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 Surgical Microscopes Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Surgical Microscopes Product by Type
- 1.2.1 Neurosurgery
- 1.2.2 ENT Surgery
- 1.2.3 Spine Surgery
- 1.2.4 Plastic and Reconstructive Surgery
- 1.3 Surgical Microscopes Product by Application
- 1.3.1 Hospitals
- 1.3.2 Ambulatory Surgical Centers
- 1.3.3 Clinics & Physician Offices
- 1.4 Global Surgical Microscopes Market Revenue and Sales Analysis
- 1.4.1 Global Surgical Microscopes Revenue Market Size Analysis (2020-2032)
- 1.4.2 Global Surgical Microscopes Sales Market Size Analysis (2020-2032)
- 1.4.3 Global Surgical Microscopes Market Sales Price Trend Analysis (2020-2032)
- 1.5 Surgical Microscopes Industry Trends and Innovation
- 1.5.1 Surgical Microscopes Industry Trends and Innovation
- 1.5.2 Surgical Microscopes Market Drivers and Challenges
- 2 Surgical Microscopes 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 Surgical Microscopes 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 Surgical Microscopes Market Analysis by Regions
- 4.1 Global Surgical Microscopes Overall Market: 2024 VS 2025 VS 2032
- 4.2 Global Surgical Microscopes Revenue and Forecast Analysis (2020-2032)
- 4.2.1 Global Surgical Microscopes Revenue and Market Share by Region (2020-2025)
- 4.2.2 Global Surgical Microscopes Revenue and Market Share Forecast by Region (2026-2032)
- 4.3 Global Surgical Microscopes Sales and Forecast Analysis (2020-2032)
- 4.3.1 Global Surgical Microscopes Sales and Market Share by Region (2020-2025)
- 4.3.2 Global Surgical Microscopes Sales and Market Share Forecast by Region (2026-2032)
- 4.4 Global Surgical Microscopes Sales Price Trend Analysis (2020-2032)
- 5 Global Surgical Microscopes Market Size by Type and Application
- 5.1 Global Surgical Microscopes Market Size by Type
- 5.1.1 Global Surgical Microscopes Revenue and Forecast Analysis by Type (2020-2032)
- 5.1.2 Global Surgical Microscopes Sales and Forecast Analysis by Type (2020-2032)
- 5.2 Global Surgical Microscopes Market Size by Application
- 5.2.1 Global Surgical Microscopes Revenue and Forecast Analysis by Application (2020-2032)
- 5.2.2 Global Surgical Microscopes Sales and Forecast Analysis by Application (2020-2032)
- 6 North America
- 6.1 North America Surgical Microscopes Market Size and Growth Rate Analysis (2020-2032)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Surgical Microscopes Market Size by Type
- 6.3.1 North America Surgical Microscopes Sales by Type (2020-2032)
- 6.3.2 North America Surgical Microscopes Revenue by Type (2020-2032)
- 6.4 North America Surgical Microscopes Market Size by Application
- 6.4.1 North America Surgical Microscopes Sales by Application (2020-2032)
- 6.4.2 North America Surgical Microscopes Revenue by Application (2020-2032)
- 6.5 North America Surgical Microscopes Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Surgical Microscopes Market Size and Growth Rate Analysis (2020-2032)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Surgical Microscopes Market Size by Type
- 7.3.1 Europe Surgical Microscopes Sales by Type (2020-2032)
- 7.3.2 Europe Surgical Microscopes Revenue by Type (2020-2032)
- 7.4 Europe Surgical Microscopes Market Size by Application
- 7.4.1 Europe Surgical Microscopes Sales by Application (2020-2032)
- 7.4.2 Europe Surgical Microscopes Revenue by Application (2020-2032)
- 7.5 Europe Surgical Microscopes 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 Surgical Microscopes Market Size and Growth Rate Analysis (2020-2032)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Surgical Microscopes Market Size by Type
- 8.3.1 China Surgical Microscopes Sales by Type (2020-2032)
- 8.3.2 China Surgical Microscopes Revenue by Type (2020-2032)
- 8.4 China Surgical Microscopes Market Size by Application
- 8.4.1 China Surgical Microscopes Sales by Application (2020-2032)
- 8.4.2 China Surgical Microscopes Revenue by Application (2020-2032)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Surgical Microscopes Market Size and Growth Rate Analysis (2020-2032)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Surgical Microscopes Market Size by Type
- 9.3.1 APAC (excl. China) Surgical Microscopes Sales by Type (2020-2032)
- 9.3.2 APAC (excl. China) Surgical Microscopes Revenue by Type (2020-2032)
- 9.4 APAC (excl. China) Surgical Microscopes Market Size by Application
- 9.4.1 APAC (excl. China) Surgical Microscopes Sales by Application (2020-2032)
- 9.4.2 APAC (excl. China) Surgical Microscopes Revenue by Application (2020-2032)
- 9.5 APAC (excl. China) Surgical Microscopes 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 Surgical Microscopes Market Size and Growth Rate Analysis (2020-2032)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Surgical Microscopes Market Size by Type
- 10.3.1 Latin America Surgical Microscopes Sales by Type (2020-2032)
- 10.3.2 Latin America Surgical Microscopes Revenue by Type (2020-2032)
- 10.4 Latin America Surgical Microscopes Market Size by Application
- 10.4.1 Latin America Surgical Microscopes Sales by Application (2020-2032)
- 10.4.2 Latin America Surgical Microscopes Revenue by Application (2020-2032)
- 10.5 Latin America Surgical Microscopes Market Size by Country
- 10.6 Latin America Surgical Microscopes Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Surgical Microscopes Market Size and Growth Rate Analysis (2020-2032)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Surgical Microscopes Market Size by Type
- 11.3.1 Middle East & Africa Surgical Microscopes Sales by Type (2020-2032)
- 11.3.2 Middle East & Africa Surgical Microscopes Revenue by Type (2020-2032)
- 11.4 Middle East & Africa Surgical Microscopes Market Size by Application
- 11.4.1 Middle East & Africa Surgical Microscopes Sales by Application (2020-2032)
- 11.4.2 Middle East & Africa Surgical Microscopes Revenue by Application (2020-2032)
- 11.5 Middle East Surgical Microscopes Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Surgical Microscopes Market Sales, Revenue and Price by Key Manufacturers (2021-2025)
- 12.1.1 Global Surgical Microscopes Market Sales by Key Manufacturers (2021-2025)
- 12.1.2 Global Surgical Microscopes Market Revenue by Key Manufacturers (2021-2025)
- 12.1.3 Global Surgical Microscopes Average Sales Price by Manufacturers (2021-2025)
- 12.2 Surgical Microscopes Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Surgical Microscopes 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 Carl Zeiss AG
- 13.1.1 Carl Zeiss AG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 Carl Zeiss AG Surgical Microscopes Product Portfolio
- 13.1.3 Carl Zeiss AG Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.2 Leica Microsystems
- 13.2.1 Leica Microsystems Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Leica Microsystems Surgical Microscopes Product Portfolio
- 13.2.3 Leica Microsystems Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.3 Olympus
- 13.3.1 Olympus Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 Olympus Surgical Microscopes Product Portfolio
- 13.3.3 Olympus Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.4 Topcon Corporation
- 13.4.1 Topcon Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 Topcon Corporation Surgical Microscopes Product Portfolio
- 13.4.3 Topcon Corporation Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.5 Haag-Streit Surgical
- 13.5.1 Haag-Streit Surgical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 Haag-Streit Surgical Surgical Microscopes Product Portfolio
- 13.5.3 Haag-Streit Surgical Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.6 Takagi Seiko
- 13.6.1 Takagi Seiko Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 Takagi Seiko Surgical Microscopes Product Portfolio
- 13.6.3 Takagi Seiko Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.7 Zhenjiang Yihua Operation Instrument
- 13.7.1 Zhenjiang Yihua Operation Instrument Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 Zhenjiang Yihua Operation Instrument Surgical Microscopes Product Portfolio
- 13.7.3 Zhenjiang Yihua Operation Instrument Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.8 Seiler Medical
- 13.8.1 Seiler Medical Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.8.2 Seiler Medical Surgical Microscopes Product Portfolio
- 13.8.3 Seiler Medical Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.9 Alltion (Wuzhou)
- 13.9.1 Alltion (Wuzhou) Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.9.2 Alltion (Wuzhou) Surgical Microscopes Product Portfolio
- 13.9.3 Alltion (Wuzhou) Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 13.10 Karl Kaps
- 13.10.1 Karl Kaps Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.10.2 Karl Kaps Surgical Microscopes Product Portfolio
- 13.10.3 Karl Kaps Surgical Microscopes Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2025)
- 14 Industry Chain Analysis
- 14.1 Surgical Microscopes Industry Chain Analysis
- 14.2 Surgical Microscopes Industry Raw Material and Suppliers Analysis
- 14.2.1 Surgical Microscopes Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Surgical Microscopes Typical Downstream Customers
- 14.4 Surgical Microscopes 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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