Analyze Diet

Topic:Regression Analysis

Regression analysis is a statistical method used to examine the relationship between variables, often employed to predict outcomes or understand associations in equine studies. In the context of horses, regression analysis can be applied to a variety of research areas, including performance metrics, health parameters, and genetic traits. By analyzing data, researchers can identify patterns or correlations that may inform breeding decisions, training regimens, or health interventions. This page compiles peer-reviewed research studies and scholarly articles that explore the application of regression analysis in equine research, focusing on methodologies, findings, and implications for horse management and care.
Current joint therapy usage in equine practice: a survey of veterinarians 2009.
Equine veterinary journal    June 13, 2011   Volume 43, Issue 5 530-535 doi: 10.1111/j.2042-3306.2010.00324.x
Ferris DJ, Frisbie DD, McIlwraith CW, Kawcak CE.Medications are frequently employed to treat intra-articular (IA) problems in the performance horse. Actual usage of the different IA medications in horses is not available. Objective: To determine the most common usage of these medications, members of the American Association of Equine Practitioners (AAEP) were surveyed. Methods: An email link to an online survey was electronically sent to 6305 AAEP members and the responses tabulated and analysed with a logistic regression model. Results: A total of 831 survey responses were submitted and tabulated. Eighty per cent of the respondents indicat...
Magnetic resonance imaging and histological findings in the proximal aspect of the suspensory ligament of forelimbs in nonlame horses.
Equine veterinary journal    June 8, 2011   Volume 44, Issue 1 43-50 doi: 10.1111/j.2042-3306.2011.00365.x
Nagy A, Dyson S.Detailed magnetic resonance imaging (MRI) and histological appearances of the proximal aspect of the suspensory ligament (PSL) in the forelimb of nonlame horses have not been previously documented. Objective: 1) to describe detailed anatomy of the PSL, 2) describe high- and low-field MRI and histological appearances of the PSL and surrounding structures in the forelimb of horses with no carpal or proximal metacarpal pain, 3) assess the relationship between age, breed, gender, height, bodyweight and MRI findings and 4) describe the histological appearance of the PSL and compare this with MRI fi...
Validation and comparison of two methods of measuring lactate in equine plasma.
Equine veterinary journal. Supplement    May 28, 2011   Issue 38 155-160 doi: 10.1111/j.2042-3306.2010.00219.x
Butudom P, Foreman JH, Kline KH, Whittem EL.Some methods of lactate (LA) measurement have not been validated appropriately for use in horses. Objective: To validate 2 LA analysers (YSI 2300 Stat Plus and TDx Lactic Acid Assay) for use with equine plasma and to compare plasma [LA] determined by the 2 methods. Methods: Both instruments were evaluated for linearity, parallelism, recovery and precision using serial dilutions of standard LA solutions and equine plasma and then comparing results with linear regression or paired t tests. Plasma [LA] results were compared in 275 blood samples collected from horses exercising at various intensit...
Agreement between accelerometric symmetry scores and clinical lameness scores during experimentally induced transient distension of the metacarpophalangeal joint in horses.
Equine veterinary journal. Supplement    May 27, 2011   Issue 38 510-515 doi: 10.1111/j.2042-3306.2010.00287.x
Thomsen MH, Persson AB, Jensen AT, Sørensen H, Andersen PH.Equine lameness examination is based on subjective visual scoring of lameness. Instrumented objective methods for lameness examinations may be complicated to perform and the equipment is often stationary. Accelerometry has a potential clinical use; however, the reduction and interpretation of equine accelerometric data are not yet routine and the value of accelerometry in equine lameness examination is unclear. Objective: To use accelerometric data to calculate 2 different accelerometric symmetry scores and to evaluate the agreement of these with traditional lameness scores done by experienced...
Velocity-dependent changes of time, force and spatial parameters in Warmblood horses walking and trotting on a treadmill.
Equine veterinary journal. Supplement    May 27, 2011   Issue 38 530-537 doi: 10.1111/j.2042-3306.2010.00190.x
Weishaupt MA, Hogg HP, Auer JA, Wiestner T.Gait analysis parameters are sensitive to alterations in velocity. For comparison of nonspeed-matched data, the velocity dependency needs to be known. Objective: To describe the changes in gait pattern and determine the relationships between stride duration, vertical impulse, contact time and peak vertical force within a range of walking and trotting speeds. Methods: Thirty-eight nonlame Warmblood horses were subjected to an incremental speed test. The spans of speed were adjusted individually to each horse and ranged from 1.1-2.1 m/s at walk and from 2.5-5.8 m/s at trot. Time, force and spati...
Analysis of conformational variations of the cricoid cartilages in Thoroughbred horses using computed tomography.
Equine veterinary journal    May 20, 2011   Volume 43, Issue 2 229-234 doi: 10.1111/j.2042-3306.2010.00070.x
Dahlberg JA, Valdes-Martinez A, Boston RC, Parente EJ.Loss of arytenoid abduction is a common post operative complication of laryngoplasty without a definitive cause. It has been a clinical impression during laryngoplasty surgery that there is great conformational variability along the caudal edge of the Thoroughbred cricoid cartilage that could impact post operative retention of suture position. A change in suture position would probably lead to some loss of abduction. Defining any structural variability of the cricoid would be an initial step in determining whether this variability could impact on the retention of suture position. Objective: An...
The effect of ocular blinkers on the horses’ reactions to four different visual and audible stimuli: results of a crossover trial.
Veterinary ophthalmology    April 18, 2011   Volume 14, Issue 5 327-332 doi: 10.1111/j.1463-5224.2011.00880.x
Dziezyc J, Taylor L, Boggess MM, Scott HM.To determine the effect of ocular blinkers on driving horses' reactions to visual and audible stimuli. Methods: Balanced crossover trial with horses randomly assigned to either wear blinkers or not wear blinkers first or second, then subjected to repeated sequences of four distinct stimuli (chain rattle, cap gun, umbrella opening, and shaking of an aluminum can containing coins). Two weeks later, this process was repeated with the ordering of wearing blinkers reversed. Methods: Eight driving horses of various breeds. Methods: Responses were recorded quantitatively as inter-beat times (the time...
Plasma endotoxin in horses presented to an equine referral hospital: correlation to selected clinical parameters and outcomes.
Equine veterinary journal    March 4, 2011   Volume 43, Issue 5 585-591 doi: 10.1111/j.2042-3306.2010.00328.x
Senior JM, Proudman CJ, Leuwer M, Carter SD.Endotoxaemia is frequently presumed on the basis of clinical signs in horses with colic. Objective: Measurements of plasma endotoxin (LPS) are rarely made in clinical cases and there is little information on the correlations between this variable, clinical variables and outcomes. Objective: To measure LPS levels in plasma of horses presented to the Philip Leverhulme Equine Hospital on admission and daily for up to 4 days and to relate LPS levels to selected clinical parameters, such as heart rate and packed cell volume, and outcomes. Methods: Blood samples were collected and stored at -20°C p...
Cardiac troponin I concentrations in ponies challenged with equine influenza virus.
Journal of veterinary internal medicine    February 11, 2011   Volume 25, Issue 2 339-344 doi: 10.1111/j.1939-1676.2011.0680.x
Durando MM, Birks EK, Hussey SB, Lunn DP.Myocarditis is thought to occur secondary to equine influenza virus (EIV) infections in horses, but there is a lack of published evidence. Objective: We proposed that EIV challenge infection in ponies would cause myocardial damage, detectable by increases in plasma cardiac troponin I (cTnI) concentrations. Methods: Twenty-nine influenza-naïve yearling ponies: 23 were part of an influenza vaccine study (11 unvaccinated and 12 vaccinated), and were challenged with 10⁸ EID₅₀ EIV A/eq/Kentucky/91 6 months after vaccination. Six age-matched healthy and unvaccinated ponies concurrently housed...
Core decompression of the equine navicular bone: an in vitro biomechanical study.
Veterinary surgery : VS    January 4, 2011   Volume 40, Issue 2 163-170 doi: 10.1111/j.1532-950X.2010.00766.x
Jenner F, Kirker-Head C.To determine the effect of core decompression surgery and bone mineral density (BMD) on the mechanical properties of equine navicular bones. Methods: Experimental, in vitro study. Methods: Fore limb navicular bones (n=36 pairs) from sound 2-5-year-old horses with no radiographic abnormalities of the distal aspect of the forelimbs. Methods: Navicular BMD was measured using dual energy X-ray absorptiometry. One randomly assigned navicular bone from each pair served as control. The contralateral test specimen was allocated to 1 of 6 treatment groups defined by drill bit size (3.2 versus 2.5 mm di...
Peripheral serotoninergic response to physical exercise in athletic horses.
Journal of veterinary science    November 30, 2010   Volume 11, Issue 4 285-289 doi: 10.4142/jvs.2010.11.4.285
Alberghina D, Giannetto C, Piccione G.The purpose of this study was to evaluate the influence of exercise on plasma tryptophan (TRP) and free serotonin (f5-HT), whole blood-5-HT (WB-5-HT) and f5-HT/WB-5-HT ratio in Italian Saddle horses. Six clinically healthy Italian Saddle horses were subjected to a 450 meters obstacles course. Blood samples were collected from each horse by jugular venipuncture using vacutainer tubes with K(3)-EDTA at rest, immediately after exercise, and after 30 min. TRP, f5-HT and WB-5-HT were analyzed by HPLC. Immediately after exercise, statistically significant increases of f5-HT (p <0.001) and WB-5-HT (p...
The effects of hypohydration on central venous pressure and splenic volume in adult horses.
Journal of veterinary internal medicine    November 23, 2010   Volume 25, Issue 3 570-574 doi: 10.1111/j.1939-1676.2010.0641.x
Nolen-Walston RD, Norton JL, Navas de Solis C, Underwood C, Boston R, Slack J, Dallap BL.Central venous pressure (CVP) is used in many species to monitor right-sided intravascular volume status, especially in critical care medicine. Objective: That hypohydration in adult horses is associated with a proportional reduction in CVP. Methods: Ten healthy adult horses from the university teaching herd. Methods: In this experimental study, horses underwent central venous catheter placement and CVP readings were obtained by water manometry. The horses were then deprived of water and administered furosemide (1 mg/kg IV q6h) for up to 36 hours. Weight, CVP, vital signs, PCV, total protein (...
Methane output of rabbits (Oryctolagus cuniculus) and guinea pigs (Cavia porcellus) fed a hay-only diet: implications for the scaling of methane production with body mass in non-ruminant mammalian herbivores.
Comparative biochemistry and physiology. Part A, Molecular & integrative physiology    October 30, 2010   Volume 158, Issue 1 177-181 doi: 10.1016/j.cbpa.2010.10.019
Franz R, Soliva CR, Kreuzer M, Hummel J, Clauss M.It is assumed that small herbivores produce negligible amounts of methane, but it is unclear whether this is a physiological peculiarity or simply a scaling effect. A respiratory chamber experiment was conducted with six rabbits (Oryctolagus cuniculus, 1.57±0.31 kg body mass) and six guinea pigs (Cavia porcellus, 0.79±0.07 kg) offered grass hay ad libitum. Daily dry matter (DM) intake and DM digestibility were 50±6 g kg⁻⁰·⁷⁵ d⁻¹ and 55±6% in rabbits and 59±11 g kg⁻⁰·⁷⁵ d⁻¹ and 61±3% in guinea pigs, respectively. Methane production was similar for both species (0.2...
Kinematic analysis of equine masticatory movements: comparison before and after routine dental treatment.
Veterinary journal (London, England : 1997)    October 23, 2010   Volume 190, Issue 1 49-54 doi: 10.1016/j.tvjl.2010.09.014
Simhofer H, Niederl M, Anen C, Rijkenhuizen A, Peham C.The objective of this study was to compare masticatory movements before and after dental treatment using kinematic analysis. The masticatory movements of 15 adult Warmblood horses with mild dental pathology chewing standardised hay were recorded on three consecutive days before and three times after (days 7, 21, 28) dental correction. The results of the leading mandibular tracking marker, located at the caudal edge of the inter-mandibular suture, were compared statistically. Reproducibility of measurements prior to dental treatment was excellent (P<0.05). Rostrocaudal mandibular motion was ...
Treatment of clinically diagnosed equine sarcoid with a mistletoe extract (Viscum album austriacus).
Journal of veterinary internal medicine    October 12, 2010   Volume 24, Issue 6 1483-1489 doi: 10.1111/j.1939-1676.2010.0597.x
Christen-Clottu O, Klocke P, Burger D, Straub R, Gerber V.Equine sarcoids (ES) are common, difficult to treat, and have high recurrence rates. Viscum album extracts (VAE) are used in human cancer treatment. Objective: That therapy with VAE (Iscador P) is effective in the treatment of ES. Methods: Fifty-three horses (444 ES); 42 were treated with VAE or placebo as monotherapy; 11 were treated with VAE or placebo after selective excision of ES. Methods: Prospective, randomised, blinded, clinical trial. Horses were randomly assigned to treatment (VAE; n=32) or control group (Placebo; n=21). One milliliter of VAE (Iscador P) in increasing concentrations ...
Comparison between blood serum and salivary cortisol concentrations in horses using an adrenocorticotropic hormone challenge.
Equine veterinary journal    September 29, 2010   Volume 43, Issue 4 487-493 doi: 10.1111/j.2042-3306.2010.00294.x
Peeters M, Sulon J, Beckers JF, Ledoux D, Vandenheede M.In horses, serum cortisol concentration is considered to provide an indirect measurement of stress. However, it includes both free and bound fractions. The sampling method is also invasive and often stressful. This is not the case for salivary cortisol, which is collected using a more welfare-friendly method and represents a part of the free cortisol fraction, which is the biologically active form. Objective: To compare salivary and serum cortisol assays in horses, in a wide range of concentrations, using an adrenocorticotropic hormone (ACTH) stimulation test, in order to validate salivary cor...
Vertical dimensions of suspended horses.
Equine veterinary journal    September 14, 2010   Volume 42, Issue 8 758-761 doi: 10.1111/j.2042-3306.2010.00167.x
Clutton RE, Chase-Topping M, Squires R, Lawson H, Minard H, Rose S.The dimensions of anaesthetised hobbled horses during suspension and transfer onto the operating table are unknown. These data are required for the cost-effective construction of equine surgical facilities. Objective: To measure the distance from the toe to dependent back margin (Bsusp) and poll (Psusp) of anaesthetised suspended horses and correlate them with readily obtained measures from standing animals. Methods: Digital photographs of suspended horses were taken in the anaesthesia induction box at a fixed position that allowed trigonometric determination of Bsusp and Psusp. These values w...
Estimation of genetic parameters for racing speed at different distances in young and adult Spanish Trotter horses using the random regression model.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    September 14, 2010   Volume 127, Issue 5 385-394 doi: 10.1111/j.1439-0388.2010.00865.x
Gómez MD, Menendez-Buxadera A, Valera M, Molina A.A total of 71 522 records (from 3154 horses) with the times per kilometre (TPK), recorded in Spanish Trotter horses (individual races) from racing performances held from 1991 to 2007, were available for this study. The TPK values for the different age groups (young and adult horses) and different distances (1600-2700 m) were considered as different traits, and a bi character random regression model (RRM) was applied to estimate the (co)variance components throughout the trajectory of age groups and distances. The following effects were considered as fixed: the combination of hippodrome-dat...
Clinical features and prognostic variables in 109 horses with esophageal obstruction (1992-2009).
Journal of veterinary internal medicine    August 12, 2010   Volume 24, Issue 5 1147-1152 doi: 10.1111/j.1939-1676.2010.0573.x
Chiavaccini L, Hassel DM.Esophageal obstruction is common in horses and can result in life-threatening complications. Previous studies have described clinical findings in horses with esophageal obstruction, but there are no reports that attempt to make correlations of clinical findings with outcome. Objective: Specific clinical features of horses with esophageal obstruction are associated with increased likelihood of complications. Methods: One hundred and nine horses with esophageal obstruction. Methods: Retrospective cross-sectional study. All clinical records of horses admitted between April 1992 and February 2009 ...
Height measurement in horses and ponies: optimising standard protocols.
The Veterinary record    July 27, 2010   Volume 167, Issue 4 127-133 doi: 10.1136/vr.c3722
Curtis GC, Grove-White D, Ellis RN, Argo CM.Standard and modified measuring sticks were used to record height at the withers and a 'non-contact' laser was used to measure withers and loin heights. Sixty horses and ponies, ranging in height (115 to 155 cm) and body condition score (BCS) (moderate to obese) were measured by each method at 10-minute intervals for 40 minutes. Measurement series were repeated over three successive days. Unique regression models were constructed for method-specific data. Coefficients of variation were similar for stick and laser methods (0.002 to 0.004 per cent). Models were not influenced by day of measureme...
Random regression model estimation of genetic parameters for show-jumping results of Hungarian Sporthorses.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    July 22, 2010   Volume 127, Issue 4 280-288 doi: 10.1111/j.1439-0388.2009.00848.x
Posta J, Malovhr S, Mihók S, Komlósi I.The aim of this study was to estimate the genetic parameters for show-jumping competition performance of Hungarian Sporthorses using a random regression model. There were 21,210 records from 739 horses collected in Hungary between 1996 and 2004. Performance was expressed as shifted Blom normalized ranks and as the difference between fence height and fault points. The random regression model (RRM) included fixed effects for sex, year, location, and obstacle height and random effects for animal, rider and permanent environment. Regressions for the random effects in the RRM were modelled with Leg...
Lateralised motor behaviour leads to increased unevenness in front feet and asymmetry in athletic performance in young mature Warmblood horses.
Equine veterinary journal    July 20, 2010   Volume 42, Issue 5 444-450 doi: 10.1111/j.2042-3306.2010.00064.x
van Heel MC, van Dierendonck MC, Kroekenstoel AM, Back W.Foot stance in grazing significantly influences hoof conformation and development from foal to yearling age. Objective: To conduct a longitudinal study to establish if the relationship between motor laterality and uneven front feet persisted in 3-year-old horses at the time of studbook selection and to investigate if such laterality and unevenness might influence the horses' ability to perform symmetrically while trotting, cantering and free jumping. Methods: Seventeen clinically sound but untrained (with only minimal experience of handling) and sound Warmblood horses that had participated in ...
Size and geometry of apical sesamoid fracture fragments as a determinant of prognosis in Thoroughbred racehorses.
Equine veterinary journal    July 20, 2010   Volume 43, Issue 4 412-417 doi: 10.1111/j.2042-3306.2010.00134.x
Kamm JL, Bramlage LR, Schnabel LV, Ruggles AJ, Embertson RM, Hopper SA.Analysis was performed to examine a method for refining the preoperative prognosis for horses that had surgery to remove apical fractures of the proximal sesamoid bones (PSBs). Objective: To determine if: 1) there was a difference in size or configuration of apical fractures between the different anatomical locations of the PSBs, which have been shown to affect the prognosis; and 2) the size or configuration could predict the prognosis for racehorses with these fractures. Methods: The study included 110 weanlings and yearlings and 56 training racehorses that underwent surgery to remove apical ...
Stereological and allometric studies on neurons and axo-dendritic synapses in the superior cervical ganglia of rats, capybaras and horses.
Cell and tissue research    July 2, 2010   Volume 341, Issue 2 223-237 doi: 10.1007/s00441-010-1002-8
Loesch A, Mayhew TM, Tang H, Ladd FV, Ladd AA, de Melo MP, da Silva AA, Coppi AA.The superior cervical ganglion (SCG) in mammals varies in structure according to developmental age, body size, gender, lateral asymmetry, the size and nuclear content of neurons and the complexity and synaptic coverage of their dendritic trees. In small and medium-sized mammals, neuron number and size increase from birth to adulthood and, in phylogenetic studies, vary with body size. However, recent studies on larger animals suggest that body weight does not, in general, accurately predict neuron number. We have applied design-based stereological tools at the light-microscopic level to assess ...
Relationships between race earnings and horse age, sex, gait, track surface and number of race starts for Thoroughbred and Standardbred racehorses in North America.
Equine veterinary journal    June 9, 2010   Volume 42, Issue 4 346-350 doi: 10.1111/j.2042-3306.2010.00032.x
Cheetham J, Riordan AS, Mohammed HO, McIlwraith CW, Fortier LA.There is no consensus on objective outcome measures that can be used to determine if a medical or surgical treatment affects race performance. Objective: To determine the association between 2 commonly used outcome measures (total starts and total earnings) and age, sex, gait and race surface. Methods: A cross-sectional study was performed using the race performance data for all Thoroughbred horses age 2, 3, 4 and 5 years racing in the United States, and Standardbred horses of the same ages racing in the United States and Canada during the year 2006. Median earnings and starts were determined ...
Modeling variance structure of body shape traits of Lipizzan horses.
Journal of animal science    May 21, 2010   Volume 88, Issue 9 2868-2882 doi: 10.2527/jas.2009-2453
Kaps M, Curik I, Baban M.Heterogeneity of variance of growth traits over age is a common issue in estimating genetic parameters and is addressed in this study by selecting appropriate variance structure models for additive genetic and environmental variances. Modeling and partitioning those variances connected with analyzing small data sets were demonstrated on Lipizzan horses. The following traits were analyzed: withers height, chest girth, and cannon bone circumference. The measurements were taken at birth, and at approximately 6, 12, 24, and 36 mo of age of 660 Lipizzan horses born in Croatia between 1948 and 2000....
Relationship between body fat and body condition score and their effects on estrous cycles of the Standardbred maiden mare.
Veterinary research communications    May 12, 2010   Volume 34 Suppl 1 S41-S45 doi: 10.1007/s11259-010-9407-0
Vecchi I, Sabbioni A, Bigliardi E, Morini G, Ferrari L, Di Ciommo F, Superchi P, Parmigiani E.Standardbred maiden mares are generally stressed and in poor physical condition because of their incorrect management at the end of their racing careers. The purpose of this study was to identify an objective assessment that, similar to body condition score (BCS) determination, is easy to measure and able to confirm or improve fattening status assessment, as well as to ascertain whether a relationship with reproduction efficiency exists in subjects destined for a first-time insemination program. The authors assessed 29 Standardbred maiden mares (7 +/- 2 years old) during the breeding season. O...
Postoperative race performance is not correlated with degree of surgical abduction after laryngoplasty in National Hunt Thoroughbred racehorses.
Veterinary surgery : VS    December 19, 2009   Volume 38, Issue 8 934-940 doi: 10.1111/j.1532-950X.2009.00605.x
Barakzai SZ, Boden LA, Dixon PM.To (1) assess the degree of arytenoid cartilage abduction lost after laryngoplasty (LP) in Thoroughbred National Hunt racehorses and (2) to correlate postoperative racing performance with degree of arytenoid abduction after LP. Methods: Case series. Methods: National Hunt Thoroughbred racehorses (n=68). Methods: Grade of postoperative arytenoid abduction for National Hunt racehorses that had LP with ventriculocordectomy was assessed at 1 day, 6 days, and 6 weeks after LP. Race records were analyzed to ascertain if there was correlation between the degree of arytenoid cartilage abduction and va...
Use of quantitative ultrasonography for noninvasive surveillance of the third metacarpal bone in racing and training Thoroughbreds.
American journal of veterinary research    December 3, 2009   Volume 70, Issue 12 1484-1493 doi: 10.2460/ajvr.70.12.1484
Tabar-Rodriguez JJ, Cruz AM, Monteith G, Gordon K, Hurtig MB.OBJECTIVE-To use quantitative ultrasonography to evaluate the association between the speed of sound (SOS) at 9 sites in the third metacarpal bone (MCIII) of racing Thoroughbreds with workload accumulation and the effect that MCIII failure has on this association. ANIMALS-Sixty-two 2- and 3-year-old Thoroughbreds in racing condition. PROCEDURES-Cumulative work index (CWI) was used to calculate total workload (CWI(total)) and also 3 independent CWIs for the various gaits (ie, trot [CWI(trot)], gallop [CWI(gallop)], and race [CWI(race)]) used during training and racing. Speed of sound was monito...
Multi-trait animal model estimation of genetic parameters for linear type and gait traits in the Belgian warmblood horse.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    September 22, 2009   Volume 126, Issue 5 378-386 doi: 10.1111/j.1439-0388.2008.00798.x
Rustin M, Janssens S, Buys N, Gengler N.Genetic parameters for the height at withers, 27 linear type and six linear gait traits were estimated for the Belgian warmblood horse. Observations on 987 mares, mostly 3 years old, were analysed using a multi-trait animal model. The statistical model included appraiser, age and location (date x place of appraisal) as fixed effects. Genetic parameters were estimated using a canonical transformation and an expectation-maximization restricted maximum likelihood algorithm with an additional deceleration step. Estimates of heritability for the 33 linear traits were between 0.15 and 0.55. Heritabi...
1 12 13 14 15 16 23