海南师范大学学报(自然科学版)
海南師範大學學報(自然科學版)
해남사범대학학보(자연과학판)
JOURNAL OF HAINAN NORMAL UNIVERSITY(NATURAL SCIENCE)
2015年
1期
9-14
,共6页
多个时间序列%累加%微分方程%预测
多箇時間序列%纍加%微分方程%預測
다개시간서렬%루가%미분방정%예측
multidimensional time series%accumulate%differential equation%forecast
从纯数学的角度,对多个关联确定性时间序列分别进行多次累加产生新序列,研究序列之间的关系,建立多元线性(或非线性)回归方程。给定显著性水平α,对每个回归方程进行显著性检验。在置信度1-α下建立微分方程组模型,从而揭示这些时间序列之间的关系,实现对原序列的预测和控制。最后用1995-2014年海南省GDP和接待旅游人数建立微分方程组模型并进行预测。
從純數學的角度,對多箇關聯確定性時間序列分彆進行多次纍加產生新序列,研究序列之間的關繫,建立多元線性(或非線性)迴歸方程。給定顯著性水平α,對每箇迴歸方程進行顯著性檢驗。在置信度1-α下建立微分方程組模型,從而揭示這些時間序列之間的關繫,實現對原序列的預測和控製。最後用1995-2014年海南省GDP和接待旅遊人數建立微分方程組模型併進行預測。
종순수학적각도,대다개관련학정성시간서렬분별진행다차루가산생신서렬,연구서렬지간적관계,건립다원선성(혹비선성)회귀방정。급정현저성수평α,대매개회귀방정진행현저성검험。재치신도1-α하건립미분방정조모형,종이게시저사시간서렬지간적관계,실현대원서렬적예측화공제。최후용1995-2014년해남성GDP화접대여유인수건립미분방정조모형병진행예측。
From the perspective of pure mathematics, Deterministic multivariate time series were multiply accumulated to produce some new sequences, studying relationship among them and establishing the multiple linear or nonlinear regression model. If a significance levelαwas given, the significance test for every regression equation was carried out. At confidence level 1-α, the differential equations models were established to reveal the relationship among all the time series, and fore?cast or control them. Finally, using the data for the value of GDP and the number of tourist reception in Hainan province from 1995 to 2014, differential equations model is established to forecast.