Estimation du PIB mensuel canadien : 1962 à 1985

Cet article estime une série mensuelle du Produit Intérieur Brut au prix du marché pour le Canada et un indice de prix correspondant pour la période 1962 à 1985. Ces estimés sont compatibles avec l’estimé trimestriel à la base de la nouvelle mesure du revenu national de Statistique Canada. Nous combinons les estimés trimestriels de Statistique Canada avec des données mensuelles en utilisant un filtre de Kalman. En plus de fournir un estimé mensuel du PIB réel, nous calculons aussi le seul indice de prix mensuel disponible associé à toute mesure de revenu au Canada.In this paper, we estimate a monthly series for Gross Domestic Product at market prices for Canada and a price deflator for the period 1962 to 1985. These estimates are consistent with the quarterly estimates which form the basis of the new national income measures of Statistics Canada. We combine the quarterly estimates from Statistics Canada with monthly data in a Kalman filter framework. In addition to presenting estimates of real GDP which can be used in monthly models, we present the only monthly price deflator or any income measure in Canada

Multiple alleles for resistance and susceptibility modulate the defense response in the interaction of tetraploid potato (Solanum tuberosum) with Synchytrium endobioticum pathotypes 1, 2, 6 and 18

The obligate biotrophic, soil-borne fungus Synchytrium endobioticum causes wart disease of potato (Solanum tuberosum), which is a serious problem for crop production in countries with moderate climates. S. endobioticum induces hypertrophic cell divisions in plant host tissues leading to the formation of tumor-like structures. Potato wart is a quarantine disease and chemical control is not possible. From 38 S. endobioticum pathotypes occurring in Europe, pathotypes 1, 2, 6 and 18 are the most relevant. Genetic resistance to wart is available but only few current potato varieties are resistant to all four pathotypes. The phenotypic evaluation of wart resistance is laborious, time-consuming and sometimes ambiguous, which makes breeding for resistance difficult. Molecular markers diagnostic for genes for resistance to S. endobioticum pathotypes 1, 2, 6 and 18 would greatly facilitate the selection of new, resistant cultivars. Two tetraploid half-sib families (266 individuals) segregating for resistance to S. endobioticum pathotypes 1, 2, 6 and 18 were produced by crossing a resistant genotype with two different susceptible ones. The families were scored for five different wart resistance phenotypes. The distribution of mean resistance scores was quantitative in both families. Resistance to pathotypes 2, 6 and 18 was correlated and independent from resistance to pathotype 1. DNA pools were constructed from the most resistant and most susceptible individuals and screened with genome wide simple sequence repeat (SSR), inverted simple sequence region (ISSR) and randomly amplified polymorphic DNA (RAPD) markers. Bulked segregant analysis identified three SSR markers that were linked to wart resistance loci (Sen). Sen1-XI on chromosome XI conferred partial resistance to pathotype 1, Sen18-IX on chromosome IX to pathotype 18 and Sen2/6/18-I on chromosome I to pathotypes 2,6 and 18. Additional genotyping with 191 single nucleotide polymorphism (SNP) markers confirmed the localization of the Sen loci. Thirty-three SNP markers linked to the Sen loci permitted the dissection of Sen alleles that increased or decreased resistance to wart. The alleles were inherited from both the resistant and susceptible parents

Single nucleotide polymorphism discovery in elite north american potato germplasm

BACKGROUND: Current breeding approaches in potato rely almost entirely on phenotypic evaluations; molecular markers, with the exception of a few linked to disease resistance traits, are not widely used. Large-scale sequence datasets generated primarily through Sanger Expressed Sequence Tag projects are available from a limited number of potato cultivars and access to next generation sequencing technologies permits rapid generation of sequence data for additional cultivars. When coupled with the advent of high throughput genotyping methods, an opportunity now exists for potato breeders to incorporate considerably more genotypic data into their decision-making. RESULTS: To identify a large number of Single Nucleotide Polymorphisms (SNPs) in elite potato germplasm, we sequenced normalized cDNA prepared from three commercial potato cultivars: 'Atlantic', 'Premier Russet' and 'Snowden'. For each cultivar, we generated 2 Gb of sequence which was assembled into a representative transcriptome of (~)28-29 Mb for each cultivar. Using the Maq SNP filter that filters read depth, density, and quality, 575,340 SNPs were identified within these three cultivars. In parallel, 2,358 SNPs were identified within existing Sanger sequences for three additional cultivars, 'Bintje', 'Kennebec', and 'Shepody'. Using a stringent set of filters in conjunction with the potato reference genome, we identified 69,011 high confidence SNPs from these six cultivars for use in genotyping with the Infinium platform. Ninety-six of these SNPs were used with a BeadXpress assay to assess allelic diversity in a germplasm panel of 248 lines; 82 of the SNPs proved sufficiently informative for subsequent analyses. Within diverse North American germplasm, the chip processing market class was most distinct, clearly separated from all other market classes. The round white and russet market classes both include fresh market and processing cultivars. Nevertheless, the russet and round white market classes are more distant from each other than processing are from fresh market types within these two groups. CONCLUSIONS: The genotype data generated in this study, albeit limited in number, has revealed distinct relationships among the market classes of potato. The SNPs identified in this study will enable high-throughput genotyping of germplasm and populations, which in turn will enable more efficient marker-assisted breeding efforts in potato

Re-examining the Buffer-Stock Model of Money.

This paper critically examines recent papers in the buffer stock or supply side disequilibrium models of money. The paper first investigates the assumptions at the m icroeconomic level and concludes that even with these assumptions, aggregate behavior does not necessarily follow buffer-stock models in which excess cash balances are held involuntarily. In a simple model with uncertain cash flows, it is shown that in the aggregate short-run involuntary cash holdings are negligible. If the buffer-stock story is applicable, it is to a broader definition of money than used in most empirical work. The second part of the paper examines empirical work and argues that the buffer-stock idea cannot be implemented using single equation techniques, and that when viewed appropriately, current empirical result s refute the buffer-stock idea as it is currently modeled. Copyright 1987 by Royal Economic Society.

How Informative Are Preliminary Announcements of the Money Stock in Canada?

The authors examine hypotheses about the relation between provisional estimates and final values of M1, M2, and M3, and their growth rates in Canada, using monthly data and multiple revisions. Preliminary values cannot be viewed as final values plus an error (revision) uncorrelated with these, but they are approximately unbiased forecasts of final values. The second difference in short-term interest rates is a leading indicator of revisions in M1 growth rates and revisions exhibit significant seasonality; hence preliminary values are not completely rational forecasts.