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Process of replacing missing data with substituted values
statistics, imputation is the process of replacing missing data with substituted values. When substituting for a data point, it is known as "unit imputation"; when
Imputation_(statistics)
Topics referred to by the same term
Imputation can refer to: Look up imputation in Wiktionary, the free dictionary. Imputation (law), the concept that ignorance of the law does not excuse
Imputation
Corporate tax system
Dividend imputation is a corporate tax system in which some or all of the tax paid by a company may be attributed, or imputed, to the shareholders by way
Dividend_imputation
Statistical inference of unobserved genotypes
In genetics, imputation is the statistical inference of unobserved genotypes. It is achieved by using known haplotypes in a population, for instance from
Imputation_(genetics)
Calvinist theology on the effect of Adam's sin
In Reformed theology, the imputation of sin is the crediting of Adam's sin to the account of every individual human being. Under the framework of covenant
Imputation_of_sin
Theory in economics
The theory of imputation is based on the so-called theory of factors of production proposed by the French economist Jean-Baptiste Say and elaborated by
Theory_of_imputation
Principle that all laws are published, so ignorance is not an excuse
In law, the principle of imputation or attribution underpins the concept that ignorantia juris non excusat—ignorance of the law does not excuse. All laws
Imputation_(law)
In data analysis involving geographical locations, geo-imputation or geographical imputation methods are steps taken to replace missing values for exact
Geo-imputation
Analytics software
Imputation and Variance Estimation Software (IVEware) is a collection of routines written under various platforms and packaged to perform multiple imputations
Imputation and Variance Estimation Software
Imputation_and_Variance_Estimation_Software
Doctrine in Christianity; faithful humans are accepted by God
Melancthon. Erasmus held that Luther's subsequent development of forensic imputation went too far. Discussion of these concepts are complicated by different
Imputed_righteousness
Statistical concept
Furthermore, established methods for dealing with missing data, such as imputation, do not usually take into account the structure of the missing data and
Missing_data
Attributing corporate tax to shareholders to reduce their income tax
The Australian dividend imputation system is a corporate tax system in which some or all of the tax paid by a company may be attributed, or imputed, to
Australian dividend imputation system
Australian_dividend_imputation_system
Austrian ophthalmologist
Anton von Rosas (23 December 1791 – 31 May 1855) was an Austrian ophthalmologist born in Pécs, Hungary. He studied medicine at the Universities of Pest
Anton_von_Rosas
Algorithms for matrix decomposition
fields as astronomy, computer vision, document clustering, missing data imputation, chemometrics, audio signal processing, recommender systems, and bioinformatics
Non-negative matrix factorization
Non-negative_matrix_factorization
Concept in game theory
rationality. Imputations are distributions that are efficient and are individually rational. For 2-player games the set of imputations coincides with
Imputation_(game_theory)
Predictive mean matching (PMM) is a widely used statistical imputation method for missing values, first proposed by Donald B. Rubin in 1986 and R. J. A
Predictive_mean_matching
Communication causing harm to reputation
to be defamatory; the passage conveys an imputation; the imputation is about the plaintiff; the imputation is damaging to the plaintiff's reputation
Defamation
Theological controversy amongst Reformed Christian circles
the imputation of Jesus's active obedience in his earthly life. Theologians involved with the Federal Vision disagree on the denial of imputation. James
Federal_Vision
Set in game theory
cooperative game theory, the core is the set of feasible allocations or imputations where no coalition of agents can benefit by breaking away from the grand
Core_(game_theory)
Disciple and betrayer of Jesus
Gospel of Judas could be an attempt to roll back ancient anti-semitic imputations. She concluded that the ongoing clash between scriptural fundamentalism
Judas_Iscariot
2002 United States Supreme Court case
nearest similar neighbor, a practice called "hot-deck imputation". The use of hot-deck imputation in the 2000 census increased the population of North
Utah_v._Evans
King of England, Scotland and Ireland from 1625 to 1649
which some observers may imagine proceeds from fear. I would have no such imputation." He walked under guard from St James's Palace, where he had been confined
Charles_I_of_England
Christ's obedience to the law of God as described in Protestant Christian theology
accomplished for me" (Q&A 60). This imputation therefore constitutes the positive element of justification. The imputation of Christ's active obedience has
Active_obedience_of_Christ
Spanish banker (born 1944)
Francisco González Rodríguez (born October 19, 1944) is a Spanish banker. He was president of the Argentaria bank between 1996 and 1998 and of Banco Bilbao
Francisco_González_(banker)
Shia Imam (632–661) and Rashidun caliph (656–661)
developed methodologies such as the science of biography and the "chain of imputation" to evaluate the reliability -usually varies according to religious sects-
Ali
methods are used in the analysis of these datasets and allow genotype imputation of alleles from reference databases such as the HapMap Project and the
Haplotype_estimation
This is a list of notable software for haplotype estimation and genotype imputation. Alphabetical order: AlphaImpute Beagle cnF2freq DAGPHASE Eagle fastPHASE
List of haplotype estimation and genotype imputation software
List_of_haplotype_estimation_and_genotype_imputation_software
Matrix decomposition method
Variations of the expectation maximization algorithm among other data imputation algorithms, make use of Cholesky decomposition. There are various methods
Cholesky_decomposition
German polymath (1769–1859)
Humboldtian science to campaign against religion, Humboldt himself denied imputations of atheism. In a letter to Varnhagen von Ense he emphasized that he believed
Alexander_von_Humboldt
Descriptive term used in place of a formal name
that "epithet is suffering a vulgarization that is giving it an abusive imputation". Epithets are sometimes attached to a person's name or appear in place
Epithet
Major branch of Protestantism
is a condition of justification Paul ChulHong Kang, Justification: The Imputation of Christ's Righteousness from Reformation Theology to the American Great
Lutheranism
Form of taxation in Australia
either 30% or 25% depending on annual turnover, but is subject to dividend imputation. Generally, capital gains are only subject to tax at the time the gain
Income_tax_in_Australia
separately. Because it reflects only direct household expenditure (plus imputations such as owner-occupied rent), the measure excludes the value of goods
List of countries by household final consumption expenditure per capita
List_of_countries_by_household_final_consumption_expenditure_per_capita
Austrian economist (1851–1926)
which carefully details the alternative-cost doctrine and the theory of imputation; and his Social Economics (1914), an ambitious attempt to apply it to
Friedrich_von_Wieser
Logic error due to ignoring the base rate
definition of the prosecutor's fallacy extends to many additional invalid imputations of guilt or liability that are not analyzable as errors in base rates
Base_rate_fallacy
Computational methods in biology
modality-specific strengths to compensate for another's weaknesses through imputation, and offering cell-type clustering and visualizations that are more aligned
Single-cell multi-omics integration
Single-cell_multi-omics_integration
against the uncritical use of methods like LOCF, stating that "Single imputation methods like last observation carried forward and baseline observation
Analysis_of_clinical_trials
Protestant theological movement
God's imputation of Christ's righteousness." Arminius 1853c, p. 454. "Justification, when used for the act of a Judge, is either purely the imputation of
Arminianism
Governmental apparatus that manages the Spanish public interests
The Public Administration of Spain is the governmental apparatus that manages the Spanish public interests. The Constitution of 1978 declares in article
Public Administration of Spain
Public_Administration_of_Spain
Suspected Egyptian serial killer (1947–2006)
Abdul Latif Sharif, first name also spelled Abdel (September 19, 1947 – June 2, 2006), was an Egyptian-born Mexican chemist and chief suspect in the Juárez
Abdul_Latif_Sharif
1974 proclamation by U.S. President Gerald Ford
Supreme Court case where the dictum stated that a pardon carries an imputation of guilt and that its acceptance carries a confession of guilt. Following
Pardon_of_Richard_Nixon
Reformed doctrine that Christ's substitutionary death was for the elect alone
united priestly offices of oblation and intercession, and to the legal imputation of guilt within federal theology. During this same period, Moses Amyraut
Limited_atonement
Study of Christian belief and practice
the human race, all whom he represented inherit the guilt of his sin by imputation. New Testament The scriptural basis for the doctrine is found in two New
Christian_theology
Former United Kingdom government policy
Kingdom, the advance corporation tax (ACT) was part of a partial dividend imputation system introduced in 1973 under which companies were required to withhold
Advance_corporation_tax
Enforced disappearance in Chaco, Argentina
On 2 June 2023, Cecilia Marlene Strzyzowski, a 28-year-old Argentine woman, went missing in Resistencia, Chaco. She was later found to have been murdered
Murder_of_Cecilia_Strzyzowski
Theological study of Jesus Christ
nulla salus Faith Forgiveness Glorification Grace Irresistible Prevenient Imputation Justification Means of grace Monergism Mortification Ordo salutis Perseverance
Christology
developed methodologies such as the science of biography and the "chain of imputation" to evaluate the reliability -usually varying according to religious sects-
Historiography_of_early_Islam
Measures the relative position of nations' and regions' peacefulness
unavailable. Appendix A of the 2026 report states that IEP uses "multivariate imputation by chained equations to create country-level estimates" for missing official
Global_Peace_Index
Hereditary portion of a personal name
Gaillot, Sarah; Haffer, Samuel C; Haviland, Amelia M (1 February 2019). "Imputation of race/ethnicity to enable measurement of HEDIS performance by race/ethnicity"
Surname
Scottish soldier, adventurer, and con man (1786–1845)
imprisonment, but the Cazique was found not guilty on all charges, while the imputations against Hippisley and Irving were stricken from the record. MacGregor
Gregor_MacGregor
Australian perennial candidate
"vulgar abuse", collectively, they served to emphasise the defamatory imputations of the original posts. The case established liability for secondary publication
Mark_Aldridge
Italian humanist (1503–1569)
his time, though his energetic influence was at times disruptive. The imputation of antitrinitarianism is very doubtful. Curio published under the Latin
Celio_Secondo_Curione
Infraclass of mammals in the clade Metatheria
hypotheses of marsupial brain size variation using phylogenetic multiple imputations and a Bayesian comparative framework". Proceedings. Biological Sciences
Marsupial
16th-century movement in Western Christianity
Canon XI "If any one saith, that men are justified, either by the sole imputation of the justice of Christ, or by the sole remission of sins, to the exclusion
Reformation
Situation when a party is involved in multiple interests
professional corporation, sole proprietorship, or similar association". This imputation of conflicts can lead to difficulties when attorneys from one law firm
Conflict_of_interest
Group of genes from one parent
identifying all other such polymorphic sites that are nearby on the chromosome (imputation). Such information is critical for investigating the genetics of common
Haplotype
Game where groups of players may enforce cooperative behaviour
is called a pre-imputation, and an individually rational pre-imputation is called an imputation. Most solution concepts are imputations. The stable set
Cooperative_game_theory
Defamation case before the Federal Court of Australia
because it conveyed the imputations that Barilaro: "is a corrupt conman" (imputation 9(a)) "committed perjury nine times" (imputation 9(b)) "so conducted
Barilaro_v_Shanks-Markovina
Saving of people from sin in Christianity
is a condition of justification Paul ChulHong Kang, Justification: The Imputation of Christ's Righteousness from Reformation Theology to the American Great
Salvation_in_Christianity
Concept of Christian theology
righteousness given by God when God justifies humans: is it a quasi-legal act of imputation only where the person is not or only subsequently changed (associated
Justification_(theology)
Online tools for metabolomic data analysis
integrity check Classification 4. Metabolic Pathway Analysis Missing value imputation Two-way ANOVA Enrichment analysis ASCA Topology analysis Temporal comparison
MetaboAnalyst
Body campaigning for land reform in Ireland, 19th century
published a letter in the Freeman's Journal challenging the "monstrous imputations" in McCabe's pastoral. It was quite a church scandal for one bishop to
Ladies'_Land_League
1893 UK legal case on cross examination
the fact by some questions put in cross-examination showing that that imputation is intended to be made, and not to take his evidence and pass it by as
Browne_v_Dunn
Founder of Springfield, Massachusetts
Redemption, 1650, wherein Pynchon argued Christ did not "bear our sins by Gods imputation", but by "Mediatorial Sacrifice of atonement". Deemed blasphemous by the
William_Pynchon
wish to say so Other errors of collection, nonresponse, processing, or imputation of values for missing or inconsistent data. An excellent discussion of
Non-sampling_error
Genome regions affecting protein levels
well-suited for detecting common variants (often in conjunction with imputation), but may miss rare or novel mutations that could influence protein expression
Protein quantitative trait loci
Protein_quantitative_trait_loci
Type of traditional narrative
establishment of idolatry throughout the world. By the Arabian divines, the imputation is laid upon the patriarch Abraham; who, they say, on coming out from
Myth
Professor of Statistical Genomics
association studies. He has worked on haplotype estimation, genotype imputation, genotype calling from arrays and sequencing, sparse tensor decomposition
Jonathan_Marchini
Human skin color
intermediate and 2 pale samples. They highlighted some caution with using this imputational approach at such low coverage using HIrisPlex-S. In 2015, it was discovered
Light_skin
United Kingdom law reforming defamation law in England & Wales
for defamation to show the imputation in the statement complained of is substantially true. If one or more of the imputations is not true, the defence does
Defamation_Act_2013
Second person of the Trinity in Christian theology
nulla salus Faith Forgiveness Glorification Grace Irresistible Prevenient Imputation Justification Means of grace Monergism Mortification Ordo salutis Perseverance
God_the_Son
Law of compensation for a civil wrong
particular section of the community in some instances. Examples include imputations against moral character, arousing hatred, contempt and ridicule; impairments
South_African_law_of_delict
22nd United States national census
called imputation to assign a number of residents to addresses where residents cannot be reached after multiple efforts. While nationwide the imputation method
2000_United_States_census
Method of communication
culture marks it as product of communicative intentionality. However, imputation of intentionality changes across cultures and epochs. Whereas religion
Visual_communication
1650 book by William Pynchon
redeem our soules from them. 2. That Christ did not bear our sins by Gods imputation, and therefore he did not bear the curse of the law for them. Part II
The Meritorious Price of Our Redemption
The_Meritorious_Price_of_Our_Redemption
Python library for machine learning
weather forecasting data. PeerIndex used scikit-learn for missing data imputation, tweet classification, and community clustering in social media analytics
Scikit-learn
intermittently since 2016, sometimes across multiple days. Topics include Multiple Imputation Analysis, Small Area Estimation, Statistical Leadership, Practical Bayesian
Washington Statistical Society
Washington_Statistical_Society
French Reformed theologian
Saumur, France. He is known as the originator of the "mediate view" of the imputation of sin, whereby original sin is considered to be an inherent depravity
Josué_de_la_Place
before their migration out of Africa. Evidence of effectiveness of the imputation in detection of Neanderthal and Denisovan ancestry in low-coverage ancient
2026_in_paleomammalogy
Australian statistician
C.; Lee, K. J. (2024). "Gaps in the usage and reporting of multiple imputation for incomplete data: findings from a scoping review of observational studies
John_Carlin_(statistician)
Prehistoric inhabitants in Japan
P.; Murray, Madeleine; Cassidy, Lara M.; et al. (June 2024). "Genomic imputation of ancient Asian populations contrasts local adaptation in pre- and post-agricultural
Jōmon_people
American statistician
Applied Statistics.[AT] More recently, she has been exploring hot deck imputation as a method for predicting the missing data.[ABT] Thompson began her undergraduate
Katherine_J._Thompson
Concept in criminology
experiences with no ability to construct, negotiate or resist risk; and imputation: assuming that risk factors and definitions of offending are homogeneous
Risk_factor_(criminology)
1837–1839 novel by Charles Dickens
Solomon. Dickens commented that by calling Fagin a Jew he had meant no imputation against the Jewish people, saying in a letter, "I have no feeling towards
Oliver_Twist
Statistical method for handling missing data
have different characteristics than participants who do not. Multiple imputation is an alternate technique for dealing with missing data that attempts
Listwise_deletion
People of Qatar
"Thousands of Qatari genomes inform human migration history and improve imputation of Arab haplotypes". Nature Communications. 12 (5920) 5929. doi:10
Qataris
at HM Prison Pentonville for the murder of his baby daughter and, by imputation, his wife at their residence at 10 Rillington Place in Notting Hill. 3
Timeline of London (20th century)
Timeline_of_London_(20th_century)
Christian theological concept
nulla salus Faith Forgiveness Glorification Grace Irresistible Prevenient Imputation Justification Means of grace Monergism Mortification Ordo salutis Perseverance
Hypostatic_union
Statistical estimation method
estimate of the mean. It can also be viewed as a special case of multiple imputation approaches. For post-stratified study designs, estimation of π {\displaystyle
Horvitz–Thompson_estimator
Algorithmically generated data that have a similar distribution as sampled data
Similarly, they developed the technique of Sequential Regression Multivariate Imputation. Researchers test the framework on synthetic data, which is "the only
Synthetic_data
as title (link) Subramanian, Rajesh (2002), Transitioning to Multiple Imputation: A New Method to Impute Missing Blood Alcohol Concentration (BAC) values
Driving_in_the_United_States
Chinese politician
on one occasion to have held a lady in his lap without the slightest imputation on his moral character. When he died, his wife insisted on pronouncing
Liuxia_Hui
Thought experiment
property that gives rise to a color-sensation) "Neither would it carry any Imputation of Falshood to our simple Ideas, if by the different Structure of our
Inverted_spectrum
March 26, 2018 #ContessaTulongNiGabriel 5.7% #1 #12 1007 - G 8 "Bintang" (Imputation) March 27, 2018 #ContessaBintang 5.9% #2 #14 1008 - H 9 "Resbak" (Fights
List_of_Contessa_episodes
Christological book by Romano Guardini
nulla salus Faith Forgiveness Glorification Grace Irresistible Prevenient Imputation Justification Means of grace Monergism Mortification Ordo salutis Perseverance
The_Lord_(book)
Topics referred to by the same term
counter-human intelligence for reasons why people commit treason Multiple imputation of chained equations International Muon Ionization Cooling Experiment
Mice_(disambiguation)
Statistical measure used in survey research
non-response), with variance estimated using methods such as multiple imputation. An alternative approach is to remove (assign a weight of 0 to) some cases
Design_effect
July Crisis book by Christopher Clark
that focuses on the culpability of one actor." The book challenges the imputation, hitherto widely accepted by mainstream scholars since 1919, of a peculiar
The Sleepwalkers: How Europe Went to War in 1914
The_Sleepwalkers:_How_Europe_Went_to_War_in_1914
Tongan immigrants in New Zealand
data from other sources (previous censuses, administrative data, and imputation) to the 2018 census data to reduce the number of non-responses. There
Tongan_New_Zealanders
1792 trial of former French King Louis XVI during the French Revolution
feared the public examination of my conduct, but my heart is torn by the imputation that I would want to shed the blood of the people and especially that
Trial_of_Louis_XVI
travel, tourism, insurance
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