Thek-nearest neighbor technique with local linear regression

yaImpute: AnRPackage forkNN Imputation

(2015) Nicholas L. Crookston et al.   Journal of Statistical Software

Design-based properties of some small-area estimators in forest inventory with two-phase sampling

(2013) Daniel Mandallaz   CANADIAN JOURNAL OF FOREST RESEARCH

A Comparison of the Spatial Linear Model to Nearest Neighbor (k-NN) Methods for Forestry Applications

(2013) Jay M. Ver Hoef et al.   PLoS One

Variable selection strategies for nearest neighbor imputation methods used in remote sensing based forest inventory

(2012) Petteri Packalén et al.   CANADIAN JOURNAL OF REMOTE SENSING

K-NN FOREST: a software for the non-parametric prediction and mapping of environmental variables by the k-Nearest Neighbors algorithm

(2012) Gherardo Chirici et al.   European Journal of Remote Sensing

Comparison of the k-nearest neighbor technique with geographical calibration for estimating forest growing stock volumeThis article is one of a selection of papers from Extending Forest Inventory and Monitoring over Space and Time.

(2011) Jong Su Yim et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Comparison of k-MSN and kriging in local prediction

(2011) M. Räty et al.   FOREST ECOLOGY AND MANAGEMENT

A matching procedure to improve k-NN estimation of forest attribute maps

(2011) F. Baffetta et al.   FOREST ECOLOGY AND MANAGEMENT

A resampling variance estimator for the k nearest neighbours technique

(2010) S. Magnussen et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Comparison of nearest neighbour approaches for small area estimation of tree species-specific forest inventory attributes in central Europe using airborne laser scanner data

(2010) Johannes Breidenbach et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

Non-parametric small area estimation using penalized spline regression

(2010) J. D. Opsomer et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Using remotely sensed data to construct and assess forest attribute maps and related spatial products

(2010) Ronald E. McRoberts et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

A model-assisted k-nearest neighbour approach to remove extrapolation bias

(2010) Steen Magnussen et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

The Effective Sample Size and an Alternative Small-Sample Degrees-of-Freedom Method

(2009) Christel Faes et al.   AMERICAN STATISTICIAN

Bandwidth Selection in Nonparametric Kernel Testing

(2009) Jiti Gao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The roles of nearest neighbor methods in imputing missing data in forest inventory and monitoring databases

(2009) Bianca N. I. Eskelson et al.   SCANDINAVIAN JOURNAL OF FOREST RESEARCH

Estimating stand structural details using nearest neighbor analyses to link ground data, forest cover maps, and Landsat imagery

(2008) Valerie LeMay et al.   REMOTE SENSING OF ENVIRONMENT

Corrigendum to “Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data”[Remote Sensing of Environment, 112: 2232–2245]

(2008) Andrew T. Hudak et al.   REMOTE SENSING OF ENVIRONMENT

Model-based mean square error estimators for k-nearest neighbour predictions and applications using remotely sensed data for forest inventories

(2008) Steen Magnussen et al.   REMOTE SENSING OF ENVIRONMENT

Diagnostic tools for nearest neighbors techniques when used with satellite imagery

(2008) Ronald E. McRoberts   REMOTE SENSING OF ENVIRONMENT

Design-based approach to k-nearest neighbours technique for coupling field and remotely sensed data in forest surveys

(2008) Federica Baffetta et al.   REMOTE SENSING OF ENVIRONMENT

Smoothing methodology for predicting regional averages in multi-source forest inventory

(2007) Petri Koistinen et al.   REMOTE SENSING OF ENVIRONMENT