Coping with Multicollinearity: An Example on Application of Principal Components Regression in Dendroecology

No abstract is available for this paper.

• Publication year

  2002

• Venue

  Unknown venue

• Publication date

  Unknown publication date

• Fields of study

  Geography, Environmental Science

• Identifiers
  DOI 10.2737/NE-RP-721
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Time series modeling and interpretation

  2001cited by this paper
• Spatial and Temporal Analysis of Radial Growth in an Appalachian Watershed

  2001cited by this paper
• Climatic signals extracted from ring-width chronologies of Scots pines from the northern, middle and southern parts of the boreal forest belt in Finland.

  2000influential reference
• Dendroclimatological analysis of major forest species of the central Appalachians

  1997cited by this paper
• Estimating Trends in Tree-Ring Data

  1990cited by this paper
• Latent variable models: an introduction to factor, path, and structural analysis

  1986cited by this paper
• Time-Series Analyses of Tree-Ring Chronologies

  1986cited by this paper
• Classical and modern regression with applications

  1986influential reference
• Regression Analysis and Its Application: A Data-Oriented Approach.

  1982influential reference
• An Analytic Variable Selection Technique for Principal Component Regression

  1977cited by this paper
• Tree-ring-drought relationships in the hudson valley, new york.

  1977cited by this paper
• Time series analysis, forecasting and control

  1972cited by this paper
• Multivariate Techniques for Specifying Tree-Growth and Climate Relationships and for Reconstructing Anomalies in Paleoclimate

  1971influential reference

• Evaluation of seasonal prediction skills of summer monsoon precipitation over Pan India

  2026cites this paper
• Clarifying factors involved in historical soybean yield suppression in Japan using national statistics and a crop model

  2026cites this paper
• Prognosticators for precipitation variability adopting principal component regression analysis

  2024cites this paper
• Canopy Density Estimation Model in Peat Swamp Forest Using LiDAR Data and Landsat 8 OLI Satellite Imagery

  2024cites this paper
• Material informatics and impact of multicollinearity on regression model for fatigue strength of steel

  2024cites this paper
• Social–contextual factors interact with masculinity to influence college men’s HPV vaccination intentions: The role of descriptive norms, prototypes, and physician gender

  2022cites this paper
• Drivers of Animal Source Food Consumption: A Biophysical Approach

  2022cites this paper
• Assessing Sumatran Peat Vulnerability to Fire under Various Condition of ENSO Phases Using Machine Learning Approaches

  2022cites this paper
• Penggunaan Analisis Korespondensi Sederhana dalam Pemetaan Wilayah Potensi Bencana di Provinsi Sulawesi Tengah: Use of Simple Correspondence Analysis in Mapping Potential Disaster Areas in Central Sulawesi Province

  2021cites this paper
• Principal Components Analysis: An Alternative Way for Removing Natural Growth Trends

  2021cites this paper
• Development of limb bone laminarity in the domestic pigeon ([i]Columba livia[i])

  2020cites this paper
• Climate-Sensitivity Comparisons for Whole Wood, Holocellulose, and α-Cellulose Carbon Isotope Series in Masson Pine

  2020cites this paper
• Development of limb bone laminarity in the homing pigeon (Columba livia)

  2020influential citation
• Climate-Sensitivity Comparisons for Whole Wood, Holocellulose, and α-Cellulose Carbon Isotope Series in Masson Pine

  2020cites this paper
• Factors Affecting Successful Agricultural Loan Applications: The Case of a South African Credit Provider

  2019cites this paper
• The effects of growth rate and biomechanical loading on bone laminarity within the emu skeleton

  2019cites this paper
• Application of Principal Component Analysis (PCA) for correcting multicollinearity and dimension reduction of morphological parameters in Bunaji Cows

  2019cites this paper
• Principal Component Regression in Spatial Lag Model: Teen Employment in the City of Rosario, Argentina

  2019cites this paper
• Evaluation of performance of seasonal precipitation prediction at regional scale over India

  2019cites this paper
• Forecast Customization System (FOCUS): A Multimodel Ensemble-Based Seasonal Climate Forecasting Tool for the Homogeneous Climate Zones of Myanmar

  2019cites this paper
• Environmental Sciences

  2018cites this paper
• Predicting oil palm leaf nutrient contents in kalimantan, indonesia by measuring reflectance with a spectroradiometer

  2018cites this paper
• An examination of the relationship between stand history and composition, and American beech (Fagus grandifolia) regeneration in tolerant hardwood forests in Ontario, Canada

  2018cites this paper
• Linear‐Circular Statistical Modeling of Lake Ice‐Out Dates

  2018cites this paper
• Assessment of temporal and spatial water quality in international Gomishan Lagoon, Iran, using multivariate analysis

  2018cites this paper
• Entrepreneurial competencies and financial performance of farmers in South Africa

  2017influential citation
• Service delivery protests in South African municipalities: An exploration using principal component regression and 2013 data

  2017cites this paper
• Assessment and Monitoring of Soil Degradation during Land Use Change Using Multivariate Analysis

  2017cites this paper
• Past racial discrimination exacerbates the effects of racial exclusion on negative affect, perceived control, and alcohol-risk cognitions among Black young adults

  2017cites this paper
• Stem water storage dynamics of Vochysia divergens in a seasonally flooded environment

  2017cites this paper
• Comparison of Multivariate Regression Methods for the Analysis of Phenolics in Wine Made from Two Vitis vinifera Cultivars

  2016cites this paper
• Improvements to the IES TM-28-14 Lumen Maintenance Standard: A Generalized Acceleration Factor Approach for Solid-State Lighting

  2016cites this paper
• Principal Components Regression Model for Prediction of Acceleration Factors for Copper-Aluminum Wirebonds Subjected to Harsh Environments

  2016cites this paper
• Social Capital and Immigrants' Labour Market Performance

  2016cites this paper
• Comparison of PLSR and PCR techniques in terms of dimension reduction: an application on internal migration data in Turkey

  2016cites this paper
• Analysis of How Well Regression Models Predict Radiation Dose from the Fukushima Daiichi Nuclear Accident

  2016cites this paper
• Contemporary dental age estimation models in children and sub-adults

  2016cites this paper
• Low cost genetic algorithm to photovoltaic-diesel power system design problem

  2016cites this paper
• Prediction of winter precipitation over northwest India using ocean heat fluxes

  2016cites this paper
• Entrepreneurial characteristics and financial performance

  2016influential citation
• An Econometric Analysis of Foreign Direct Investment and Economic Growth of Pakistan

  2015cites this paper
• A phase space reconstruction based single channel ICA algorithm and its application in dam deformation analysis

  2015cites this paper
• Crop Price and Land Use Change: Forecasting Response of Major Crops Acreage to Price and Economic Variables in North Dakota

  2015cites this paper
• Associations between personal exposures to VOCs and alterations in cardiovascular physiology: Detroit Exposure and Aerosol Research Study (DEARS)

  2015cites this paper
• Benchmarking whole-building energy performance with multi-criteria technique for order preference by similarity to ideal solution using a selective objective-weighting approach

  2015cites this paper
• Statistical modelling of return on capital employed of individual units

  2014cites this paper
• Analysis of the variability of canopy resistance over a desert steppe site in Inner Mongolia, China

  2014cites this paper
• Classification techniques in analyzing surgical outcomes data.

  2014cites this paper
• Variabel-Variabel yang Berpengaruh Terhadap Swabakar Batubara Menggunakan Regresi Komponen Utama

  2014cites this paper
• The economic cost of large stock predation in the North West Province of South Africa

  2014cites this paper
• Weighted‐Average Least Squares Applied to Spatial Econometric Models: A Monte Carlo Investigation

  2014cites this paper
• Temporal trends in age and size at maturation of four North Sea gadid species: cod, haddock, whiting and Norway pout

  2014cites this paper
• Linking fine root and understory vegetation to channel erosion in forested hillslopes of southwestern China

  2014cites this paper
• Environmental processes in Rano Aroi (Easter Island) peat geochemistry forced by climate variability during the last 70kyr

  2014cites this paper
• Model Statistical Downscaling dengan Time Lag Data Global Circulation Model untuk Peramalan Curah Hujan

  2014cites this paper
• Expanding the chemostratigraphic framework of the Cooper's Ferry site (10IH73) using portable x-ray fluorescence spectrometry

  2014cites this paper
• On the bias correction of general circulation model output for Indian summer monsoon

  2013cites this paper
• The effect of correlated climatic factors on the radial growth of eucalypt trees grown in coastal Zululand of South Africa

  2013cites this paper
• Profit Gap Analysis on the Small Scale Production of Shallot: A Case Study in a Small Village in East Java Province of Indonesia

  2013cites this paper
• TALKING TO TREES: A DENDROCHRONOLOGICAL ASSESSMENT OF THE ATMOSPHERIC POLLUTION EFFECTS OF ATHABASCA BITUMEN MINING DOWNWIND FROM THE INDUSTRY

  2013cites this paper
• Slow and fast drivers of the natural disturbance regime in Central European forest ecosystems

  2013cites this paper
• Using PC Regression for Multicollinear Model With Lagged Variable

  2013cites this paper
• FACTORS AFFECTING TECHNICAL EFFICIENCY OF SMALL-SCALE RAISIN PRODUCERS IN EKSTEENSKUIL

  2012cites this paper
• PREDICTION OF DISEASE DAMAGE, DETERMINATION OF PATHOGEN SURVIVAL REGIONS, AND CHARACTERIZATION OF INTERNATIONAL COLLECTIONS OF WHEAT STRIPE RUST

  2012influential citation
• Failure Mode Classification for Prognostics and Health Monitoring of Electronic-Systems under Mechanical Shock

  2012cites this paper
• A neurocomputing approach to predict monsoon rainfall in monthly scale using SST anomaly as a predictor

  2012cites this paper
• Monte Carlo pricing of Bermudan-style derivativeswith lower and upper bound methods

  2012cites this paper
• Pervasive Growth Reduction in Norway Spruce Forests following Wind Disturbance

  2012cites this paper
• Models for predicting potential yield loss of wheat caused by stripe rust in the U.S. Pacific Northwest.

  2011cites this paper
• Multi-model ensemble schemes for predicting northeast monsoon rainfall over peninsular India

  2011cites this paper
• Somali Refugee Resettlement and Locational Determinants in the United States

  2011cites this paper
• 1 Principal Component Regression as a Countermeasure against Collinearity

  2011cites this paper
• Uncertainty, Emergence, and Statistics in Dendrochronology

  2011influential citation
• Prediction of polyphenol oxidase activity using visible near-infrared hyperspectral imaging on mushroom (Agaricus bisporus) caps.

  2010cites this paper
• Soil: water relationships in the Weatherley catchment, South Africa

  2010cites this paper
• Historical frequency, intensity and extent of mountain pine beetle disturbance in British Columbia.

  2010cites this paper
• THESE / AGROCAMPUS OUEST

  2010cites this paper
• Visible and Hyperspectral Imaging Systems for the Detection and Discrimination of Mechanical and Microbiological Damage of Mushrooms

  2010cites this paper
• The Spatial Distribution of Internet Backbone Networks in Europe

  2009cites this paper
• A New Pattern Recognition Technique in Non Destructive Testing by the Use of Linear Discriminate Analysis

  2009cites this paper
• Method for Analyzing Fish Assemblage Distribution with Application to Fishery Landings of Tropical Shallow Lake as Songkhla Lake, Thailand

  2009cites this paper
• Statistical analysis approach for posture recognition

  2008cites this paper
• Hyperspectral imaging for the investigation of quality deterioration in sliced mushrooms (Agaricus bisporus) during storage

  2008cites this paper
• Multimodal analysis of the serotonergic neurotransmitter system

  2008cites this paper
• Feature Selection for Classification Using Decision Tree

  2006cites this paper
• A dendroclimatological reconstruction of climate since AD 1700 in the Mt. Waddington area, British Columbia Coast Mountains, Canada

  2005cites this paper
• Modelling the Supply and Demand for Construction and Building Services Skills in the Black Country

  2005cites this paper
• DENDROCLIM2002: A C++ program for statistical calibration of climate signals in tree-ring chronologies

  2004cites this paper