Global Fixed Power Capacitors Competitive Landscape Professional Research Report 2024

Global Fixed Power Capacitors Competitive Landscape Professional Research Report 2024



Research Summary

Fixed power capacitors are electrical components designed to store and release electrical energy in alternating current (AC) circuits. These capacitors are fixed in value, meaning their capacitance remains constant and does not change during operation. Fixed power capacitors play a crucial role in power factor correction, where they are used to counteract the effects of inductive loads in electrical systems. By adding capacitive reactance to the circuit, fixed power capacitors help improve power factor, reduce reactive power losses, and enhance the overall efficiency of power distribution. They are commonly used in industrial settings, commercial buildings, and utility systems to optimize the use of electrical power, reduce energy costs, and maintain a stable and reliable electrical supply. The fixed nature of these capacitors distinguishes them from variable capacitors, which can be adjusted to different capacitance values.

According to DIResearch's in-depth investigation and research, the global Fixed Power Capacitors market size will reach XX US$ Million in 2024, and is expected to reach XX US$ Million in 2030, with a CAGR of XX% (2025-2030). Among them, the China market has changed rapidly in the past few years. The market size in 2024 will be XX US$ Million, accounting for approximately XX% of the world. It is expected to reach XX US$ Million in 2030, and the global share will reach XX%.

The major global manufacturers of Fixed Power Capacitors include ABB, Schneider Electric, Eaton, Nissin Electric, China XD, Siyuan, Guilin Power Capacitor, Electronicon, GE Grid Solutions, Herong Electric, New Northeast Electric, TDK, Vishay, L&T, LIFASA, Shreem Electric, Frako, RTR, ICAR, DUCATI, ZEZ, ACPES, CIRCUTOR, Franke GMKP, COMAR, AB Power System, KBR 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 Fixed Power Capacitors. 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 Fixed Power Capacitors 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 Fixed Power Capacitors 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 Fixed Power Capacitors 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 Fixed Power Capacitors Include:

ABB

Schneider Electric

Eaton

Nissin Electric

China XD

Siyuan

Guilin Power Capacitor

Electronicon

GE Grid Solutions

Herong Electric

New Northeast Electric

TDK

Vishay

L&T

LIFASA

Shreem Electric

Frako

RTR

ICAR

DUCATI

ZEZ

ACPES

CIRCUTOR

Franke GMKP

COMAR

AB Power System

KBR

Fixed Power Capacitors Product Segment Include:

High Voltage

Low Voltage

Fixed Power Capacitors Product Application Include:

Reduce Reactive Power

Harmonic Filter

Series Capacitor

Direct Current Transmission

Chapter Scope

Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends

Chapter 2: Global Fixed Power Capacitors Industry PESTEL Analysis

Chapter 3: Global Fixed Power Capacitors Industry Porter’s Five Forces Analysis

Chapter 4: Global Fixed Power Capacitors Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis

Chapter 5: Global Fixed Power Capacitors Market Size and Forecast by Type and Application Analysis

Chapter 6: North America Fixed Power Capacitors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 7: Europe Fixed Power Capacitors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 8: China Fixed Power Capacitors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 9: APAC (Excl. China) Fixed Power Capacitors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 10: Latin America Fixed Power Capacitors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 11: Middle East and Africa Fixed Power Capacitors Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)

Chapter 12: Global Fixed Power Capacitors 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


1 Fixed Power Capacitors Market Overview
1.1 Product Definition and Statistical Scope
1.2 Fixed Power Capacitors Product by Type
1.2.1 Global Fixed Power Capacitors Market Size by Type, 2023 VS 2024 VS 2030
1.2.2 High Voltage
1.2.3 Low Voltage
1.3 Fixed Power Capacitors Product by Application
1.3.1 Global Fixed Power Capacitors Market Size by Application, 2023 VS 2024 VS 2030
1.3.2 Reduce Reactive Power
1.3.3 Harmonic Filter
1.3.4 Series Capacitor
1.3.5 Direct Current Transmission
1.4 Global Fixed Power Capacitors Market Revenue and Sales Analysis
1.4.1 Global Fixed Power Capacitors Market Size Analysis (2019-2030)
1.4.2 Global Fixed Power Capacitors Market Sales Analysis (2019-2030)
1.4.3 Global Fixed Power Capacitors Market Sales Price Trend Analysis (2019-2030)
1.5 Fixed Power Capacitors Market Development Status and Trends
1.5.1 Fixed Power Capacitors Industry Development Status Analysis
1.5.2 Fixed Power Capacitors Industry Development Trends Analysis
2 Fixed Power Capacitors 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 Fixed Power Capacitors 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 Fixed Power Capacitors Market Analysis by Regions
4.1 Fixed Power Capacitors Overall Market: 2023 VS 2024 VS 2030
4.2 Global Fixed Power Capacitors Revenue and Forecast Analysis (2019-2030)
4.2.1 Global Fixed Power Capacitors Revenue and Market Share by Region (2019-2024)
4.2.2 Global Fixed Power Capacitors Revenue Forecast by Region (2025-2030)
4.3 Global Fixed Power Capacitors Sales and Forecast Analysis (2019-2030)
4.3.1 Global Fixed Power Capacitors Sales and Market Share by Region (2019-2024)
4.3.2 Global Fixed Power Capacitors Sales Forecast by Region (2025-2030)
4.4 Global Fixed Power Capacitors Sales Price Trend Analysis (2019-2030)
5 Global Fixed Power Capacitors Market Size by Type and Application
5.1 Global Fixed Power Capacitors Market Size by Type
5.1.1 Global Fixed Power Capacitors Revenue and Forecast Analysis by Type (2019-2030)
5.1.2 Global Fixed Power Capacitors Sales and Forecast Analysis by Type (2019-2030)
5.2 Global Fixed Power Capacitors Market Size by Application
5.2.1 Global Fixed Power Capacitors Revenue and Forecast Analysis by Application (2019-2030)
5.2.2 Global Fixed Power Capacitors Sales and Forecast Analysis by Application (2019-2030)
6 North America
6.1 North America Fixed Power Capacitors Market Size and Growth Rate Analysis (2019-2030)
6.2 North America Key Manufacturers Analysis
6.3 North America Fixed Power Capacitors Market Size by Type
6.3.1 North America Fixed Power Capacitors Sales by Type (2019-2030)
6.3.2 North America Fixed Power Capacitors Revenue by Type (2019-2030)
6.4 North America Fixed Power Capacitors Market Size by Application
6.4.1 North America Fixed Power Capacitors Sales by Application (2019-2030)
6.4.2 North America Fixed Power Capacitors Revenue by Application (2019-2030)
6.5 North America Fixed Power Capacitors Market Size by Country
6.5.1 US
6.5.2 Canada
7 Europe
7.1 Europe Fixed Power Capacitors Market Size and Growth Rate Analysis (2019-2030)
7.2 Europe Key Manufacturers Analysis
7.3 Europe Fixed Power Capacitors Market Size by Type
7.3.1 Europe Fixed Power Capacitors Sales by Type (2019-2030)
7.3.2 Europe Fixed Power Capacitors Revenue by Type (2019-2030)
7.4 Europe Fixed Power Capacitors Market Size by Application
7.4.1 Europe Fixed Power Capacitors Sales by Application (2019-2030)
7.4.2  Europe Fixed Power Capacitors Revenue by Application (2019-2030)
7.5 Europe Fixed Power Capacitors 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 Fixed Power Capacitors Market Size and Growth Rate Analysis (2019-2030)
8.2 China Key Manufacturers Analysis
8.3 China Fixed Power Capacitors Market Size by Type
8.3.1 China Fixed Power Capacitors Sales by Type (2019-2030)
8.3.2 China Fixed Power Capacitors Revenue by Type (2019-2030)
8.4 China Fixed Power Capacitors Market Size by Application
8.4.1 China Fixed Power Capacitors Sales by Application (2019-2030)
8.4.2 China Fixed Power Capacitors Revenue by Application (2019-2030)
9 APAC (excl. China)
9.1 APAC (excl. China) Fixed Power Capacitors Market Size and Growth Rate Analysis (2019-2030)
9.2 APAC (excl. China) Key Manufacturers Analysis
9.3 APAC (excl. China) Fixed Power Capacitors Market Size by Type
9.3.1 APAC (excl. China) Fixed Power Capacitors Sales by Type (2019-2030)
9.3.2 APAC (excl. China) Fixed Power Capacitors Revenue by Type (2019-2030)
9.4 APAC (excl. China) Fixed Power Capacitors Market Size by Application
9.4.1 APAC (excl. China) Fixed Power Capacitors Sales by Application (2019-2030)
9.4.2 APAC (excl. China) Fixed Power Capacitors Revenue by Application (2019-2030)
9.5 APAC (excl. China) Fixed Power Capacitors 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 Fixed Power Capacitors Market Size and Growth Rate Analysis (2019-2030)
10.2 Latin America Key Manufacturers Analysis
10.3 Latin America Fixed Power Capacitors Market Size by Type
10.3.1 Latin America Fixed Power Capacitors Sales by Type (2019-2030)
10.3.2 Latin America Fixed Power Capacitors Revenue by Type (2019-2030)
10.4 Latin America Fixed Power Capacitors Market Size by Application
10.4.1 Latin America Fixed Power Capacitors Sales by Application (2019-2030)
10.4.2 Latin America Fixed Power Capacitors Revenue by Application (2019-2030)
10.5 Latin America Fixed Power Capacitors Market Size by Country
10.5.1 Mexico
10.5.2 Brazil
11 Middle East & Africa
11.1 Middle East & Africa Fixed Power Capacitors Market Size and Growth Rate Analysis (2019-2030)
11.2 Middle East & Africa Key Manufacturers Analysis
11.3 Middle East & Africa Fixed Power Capacitors Market Size by Type
11.3.1 Middle East & Africa Fixed Power Capacitors Sales by Type (2019-2030)
11.3.2 Middle East & Africa Fixed Power Capacitors Revenue by Type (2019-2030)
11.4 Middle East & Africa Fixed Power Capacitors Market Size by Application
11.4.1 Middle East & Africa Fixed Power Capacitors Sales by Application (2019-2030)
11.4.2 Middle East & Africa Fixed Power Capacitors Revenue by Application (2019-2030)
11.5 Middle East & Africa Fixed Power Capacitors Market Size by Country
11.5.1 Saudi Arabia
11.5.2 South Africa
12 Competition by Manufacturers
12.1 Global Fixed Power Capacitors Market Sales, Revenue and Price by Key Manufacturers (2020-2024)
12.1.1 Global Fixed Power Capacitors Market Sales by Key Manufacturers (2020-2024)
12.1.2 Global Fixed Power Capacitors Market Revenue by Key Manufacturers (2020-2024)
12.1.3 Global Fixed Power Capacitors Average Sales Price by Manufacturers (2020-2024)
12.2 Fixed Power Capacitors Competitive Landscape Analysis and Market Dynamic
12.2.1 Fixed Power Capacitors 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 ABB
13.1.1 ABB Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.1.2 ABB Fixed Power Capacitors Product Portfolio
13.1.3 ABB Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.2 Schneider Electric
13.2.1 Schneider Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.2.2 Schneider Electric Fixed Power Capacitors Product Portfolio
13.2.3 Schneider Electric Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.3 Eaton
13.3.1 Eaton Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.3.2 Eaton Fixed Power Capacitors Product Portfolio
13.3.3 Eaton Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.4 Nissin Electric
13.4.1 Nissin Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.4.2 Nissin Electric Fixed Power Capacitors Product Portfolio
13.4.3 Nissin Electric Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.5 China XD
13.5.1 China XD Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.5.2 China XD Fixed Power Capacitors Product Portfolio
13.5.3 China XD Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.6 Siyuan
13.6.1 Siyuan Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.6.2 Siyuan Fixed Power Capacitors Product Portfolio
13.6.3 Siyuan Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.7 Guilin Power Capacitor
13.7.1 Guilin Power Capacitor Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.7.2 Guilin Power Capacitor Fixed Power Capacitors Product Portfolio
13.7.3 Guilin Power Capacitor Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.8 Electronicon
13.8.1 Electronicon Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.8.2 Electronicon Fixed Power Capacitors Product Portfolio
13.8.3 Electronicon Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.9 GE Grid Solutions
13.9.1 GE Grid Solutions Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.9.2 GE Grid Solutions Fixed Power Capacitors Product Portfolio
13.9.3 GE Grid Solutions Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.10 Herong Electric
13.10.1 Herong Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.10.2 Herong Electric Fixed Power Capacitors Product Portfolio
13.10.3 Herong Electric Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.11 New Northeast Electric
13.11.1 New Northeast Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.11.2 New Northeast Electric Fixed Power Capacitors Product Portfolio
13.11.3 New Northeast Electric Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.12 TDK
13.12.1 TDK Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.12.2 TDK Fixed Power Capacitors Product Portfolio
13.12.3 TDK Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.13 Vishay
13.13.1 Vishay Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.13.2 Vishay Fixed Power Capacitors Product Portfolio
13.13.3 Vishay Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.14 L&T
13.14.1 L&T Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.14.2 L&T Fixed Power Capacitors Product Portfolio
13.14.3 L&T Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.15 LIFASA
13.15.1 LIFASA Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.15.2 LIFASA Fixed Power Capacitors Product Portfolio
13.15.3 LIFASA Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.16 Shreem Electric
13.16.1 Shreem Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.16.2 Shreem Electric Fixed Power Capacitors Product Portfolio
13.16.3 Shreem Electric Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.17 Frako
13.17.1 Frako Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.17.2 Frako Fixed Power Capacitors Product Portfolio
13.17.3 Frako Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.18 RTR
13.18.1 RTR Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.18.2 RTR Fixed Power Capacitors Product Portfolio
13.18.3 RTR Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.19 ICAR
13.19.1 ICAR Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.19.2 ICAR Fixed Power Capacitors Product Portfolio
13.19.3 ICAR Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.20 DUCATI
13.20.1 DUCATI Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.20.2 DUCATI Fixed Power Capacitors Product Portfolio
13.20.3 DUCATI Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.21 ZEZ
13.21.1 ZEZ Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.21.2 ZEZ Fixed Power Capacitors Product Portfolio
13.21.3 ZEZ Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.22 ACPES
13.22.1 ACPES Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.22.2 ACPES Fixed Power Capacitors Product Portfolio
13.22.3 ACPES Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.23 CIRCUTOR
13.23.1 CIRCUTOR Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.23.2 CIRCUTOR Fixed Power Capacitors Product Portfolio
13.23.3 CIRCUTOR Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.24 Franke GMKP
13.24.1 Franke GMKP Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.24.2 Franke GMKP Fixed Power Capacitors Product Portfolio
13.24.3 Franke GMKP Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.25 COMAR
13.25.1 COMAR Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.25.2 COMAR Fixed Power Capacitors Product Portfolio
13.25.3 COMAR Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.26 AB Power System
13.26.1 AB Power System Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.26.2 AB Power System Fixed Power Capacitors Product Portfolio
13.26.3 AB Power System Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
13.27 KBR
13.27.1 KBR Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
13.27.2 KBR Fixed Power Capacitors Product Portfolio
13.27.3 KBR Fixed Power Capacitors Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2020-2024)
14 Industry Chain Analysis
14.1 Fixed Power Capacitors Industry Chain Analysis
14.2 Fixed Power Capacitors Industry Upstream Supply Analysis
14.2.1 Upstream Key Raw Material Supply Analysis
14.2.2 Raw Material Suppliers and Contact Information
14.3 Fixed Power Capacitors Typical Downstream Customers
14.4 Fixed Power Capacitors 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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