ブック

Size: px
Start display at page:

Download "ブック"

Transcription

1 ARMA Estimation on Process of ARMA Time Series Model

2 Sanno University Bulletin Vol.26 No. 2 February 2006 ARMA Estimation on Process of ARMA Time Series Model Many papers and books have been published on the subject of achieving the steadystate of the SARIMA time series model, which contains seasonal factors and its estimation. However, these papers or books do not always provide optimum methods for doing this. Therefore, many users depend on commercially available software. This paper studies the estimation of the steady-state time series model. Time series models are non-linear in nature. Maximum likelihood estimation or the least squares method is generally used for estimation. The least squares method is used for estimation in this research, and the Gauss-Newton method is used to find the solutions of the normal equations. Favorable results are acquired.,

3 ARMA VBA Trend :T,Cyclic fluctuation :C,Seasonal variation :S Irregular motion :I Business fluctuation 1 Blackman-Tukey FFT

4 Sanno University Bulletin Vol.26 No. 2 February 2006 cut-off 0 0 Akaike s Information Criterion

5 ARMA Jacobian Matrix

6 Sanno University Bulletin Vol.26 No. 2 February Hessian

7 ARMA termination criterion

8 Sanno University Bulletin Vol.26 No. 2 February

9 ARMA

10 Sanno University Bulletin Vol.26 No. 2 February [step01] [step02] [step03] [step04] 81

11 ARMA [step05] Jacobian Matrix [ step06] Hessian [step07] [step08] step09, step04 [step09] 82

12 Sanno University Bulletin Vol.26 No. 2 February Business Statistics 83

13 ARMA 3 1Blackman-Tukey

14 Sanno University Bulletin Vol.26 No. 2 February AIC 7 85

15 ARMA Blackman-Tukey 86

16 Sanno University Bulletin Vol.26 No. 2 February SARIMA A C 4 W 5 6 R JR A

17

橡表紙参照.PDF

橡表紙参照.PDF CIRJE-J-58 X-12-ARIMA 2000 : 2001 6 How to use X-12-ARIMA2000 when you must: A Case Study of Hojinkigyo-Tokei Naoto Kunitomo Faculty of Economics, The University of Tokyo Abstract: We illustrate how to

More information

033L4_産能大紀要

033L4_産能大紀要 Stock Options and Disregarding the Corporate Fiction Sanno University Bulletin Vol.25 No. 2 February 2005 Stock Options and Disregarding the Corporate Fiction "Disregarding the Corporate Fiction" is useful

More information

EQUIVALENT TRANSFORMATION TECHNIQUE FOR ISLANDING DETECTION METHODS OF SYNCHRONOUS GENERATOR -REACTIVE POWER PERTURBATION METHODS USING AVR OR SVC- Ju

EQUIVALENT TRANSFORMATION TECHNIQUE FOR ISLANDING DETECTION METHODS OF SYNCHRONOUS GENERATOR -REACTIVE POWER PERTURBATION METHODS USING AVR OR SVC- Ju EQUIVALENT TRANSFORMATION TECHNIQUE FOR ISLANDING DETECTION METHODS OF SYNCHRONOUS GENERATOR -REACTIVE POWER PERTURBATION METHODS USING AVR OR SVC- Jun Motohashi, Member, Takashi Ichinose, Member (Tokyo

More information

chisq.test corresp plot

chisq.test corresp plot Research and Analysis about Study Time using R MIYOSHI Yoshihiko In Saitama W. J. College, we have implemented many surveys which are the freshman questionnaire, the graduate satisfaction questionnaire,

More information

Sanno University Bulletin Vol. No. February Casino Legalization and Its Influence to Local Japanese City Economies Nobukazu Shirai Satoshi Saito If ga

Sanno University Bulletin Vol. No. February Casino Legalization and Its Influence to Local Japanese City Economies Nobukazu Shirai Satoshi Saito If ga Casino Legalization and Its Influence to Local Japanese City Economies Sanno University Bulletin Vol. No. February Casino Legalization and Its Influence to Local Japanese City Economies Nobukazu Shirai

More information

A Study on Throw Simulation for Baseball Pitching Machine with Rollers and Its Optimization Shinobu SAKAI*5, Yuichiro KITAGAWA, Ryo KANAI and Juhachi

A Study on Throw Simulation for Baseball Pitching Machine with Rollers and Its Optimization Shinobu SAKAI*5, Yuichiro KITAGAWA, Ryo KANAI and Juhachi A Study on Throw Simulation for Baseball Pitching Machine with Rollers and Its Optimization Shinobu SAKAI*5, Yuichiro KITAGAWA, Ryo KANAI and Juhachi ODA Department of Human and Mechanical Systems Engineering,

More information

22 Google Trends Estimation of Stock Dealing Timing using Google Trends

22 Google Trends Estimation of Stock Dealing Timing using Google Trends 22 Google Trends Estimation of Stock Dealing Timing using Google Trends 1135064 3 1 Google Trends Google Trends Google Google Google Trends Google Trends 2006 Google Google Trend i Abstract Estimation

More information

Vol.171 2004.9.15 14 100 5 10 15 52 53 55 1 7 55 58 63 3 26 53 3 6 9 2 3 6 9 6 52 53 55 3 9 5 1 7 10 14 4 12 8 11

Vol.171 2004.9.15 14 100 5 10 15 52 53 55 1 7 55 58 63 3 26 53 3 6 9 2 3 6 9 6 52 53 55 3 9 5 1 7 10 14 4 12 8 11 Vol.170 2004.9.9 9 17 9 17 1000 8 10 9 17 14:00 17:00 30 28 Vol.171 2004.9.15 14 100 5 10 15 52 53 55 1 7 55 58 63 3 26 53 3 6 9 2 3 6 9 6 52 53 55 3 9 5 1 7 10 14 4 12 8 11 9.17 10 15 38 51 53 55 6 2

More information

山形大学紀要

山形大学紀要 x t IID t = b b x t t x t t = b t- AR ARMA IID AR ARMAMA TAR ARCHGARCH TARThreshold Auto Regressive Model TARTongTongLim y y X t y Self Exciting Threshold Auto Regressive, SETAR SETARTAR TsayGewekeTerui

More information

4.1 % 7.5 %

4.1 % 7.5 % 2018 (412837) 4.1 % 7.5 % Abstract Recently, various methods for improving computial performance have been proposed. One of these various methods is Multi-core. Multi-core can execute processes in parallel

More information

13....*PDF.p

13....*PDF.p 36 2005 2006 3 237 250 1 1990 2 3 4 5 6 239 10 90 1993 1997 1998a 10 10 1 90 1 2 3 4 5 1990 1 1990 201 2004 141 108 105 2 54 75 1970 1980 1990 49 2 2004 59 8 25 42 1980 1993 25 4 2004 10 6 1994 14 2004

More information

2 22006 2 e-learning e e 2003 1 4 e e e-learning 2 Web e-leaning 2004 2005 2006 e 4 GP 4 e-learning e-learning e-learning e LMS LMS Internet Navigware

2 22006 2 e-learning e e 2003 1 4 e e e-learning 2 Web e-leaning 2004 2005 2006 e 4 GP 4 e-learning e-learning e-learning e LMS LMS Internet Navigware 2 2 Journal of Multimedia Aided Education Research 2006, Vol. 2, No. 2, 19 e 1 1 2 2 1 1 GP e 2004 e-learning 2004 e-learning 2005 e-learning e-learning e-learning e-learning 2004 e-learning HuWeb 2005

More information

fiš„v6.dvi

fiš„v6.dvi (2001) 49 2 305 315 EXCEL E-Decomp 1 2001 4 26 2001 7 27 E-Decomp E-Decomp Microsoft EXCEL 1 Web Web Decomp 2 R R-(D)COM Interface Web Decomp Decomp EXCEL. 1. E-Decomp E-Decomp Microsoft EXCEL (1997) Web

More information

untitled

untitled 2009 57 2 393 411 c 2009 1 1 1 2009 1 15 7 21 7 22 1 1 1 1 1 1 1 1. 1 1 1 2 3 4 12 2000 147 31 1 3,941 596 1 528 1 372 1 1 1.42 350 1197 1 13 1 394 57 2 2009 1 1 19 2002 2005 4.8 1968 5 93SNA 6 12 1 7,

More information

2 Short Term Estimation of Inter-city Travel Demand Using Time Series Analysis. Short Term Estimation of Inter-city Travel Demand Using Time Series Analysis. i ii English summary Short Term Estimation of

More information

Kyushu Communication Studies 第2号

Kyushu Communication Studies 第2号 Kyushu Communication Studies. 2004. 2:1-11 2004 How College Students Use and Perceive Pictographs in Cell Phone E-mail Messages IGARASHI Noriko (Niigata University of Health and Welfare) ITOI Emi (Bunkyo

More information

〈論文〉近代日本の社会事業雑誌 : 『教誨叢書』

〈論文〉近代日本の社会事業雑誌 : 『教誨叢書』 Kwansei Gakuin University Rep Title 論 文 近 代 日 本 の 社 会 事 業 雑 誌 : 教 誨 叢 書 Author(s) Citation Murota, Yasuo, 室 田, 保 夫 関 西 学 院 大 学 人 権 研 究 = Kwansei Gakuin Universi rights studies, 15: 1-17 Issue Date 2011-03-31

More information

特集_02-03.Q3C

特集_02-03.Q3C 2-3 A Development of Experimental Environments "SIOS" and "VM Nebula" for Reproducing Internet Security Incidents MIWA Shinsuke and OHNO Hiroyuki Security incidents are growing significantly on a daily

More information

258 5) GPS 1 GPS 6) GPS DP 7) 8) 10) GPS GPS 2 3 4 5 2. 2.1 3 1) GPS Global Positioning System

258 5) GPS 1 GPS 6) GPS DP 7) 8) 10) GPS GPS 2 3 4 5 2. 2.1 3 1) GPS Global Positioning System Vol. 52 No. 1 257 268 (Jan. 2011) 1 2, 1 1 measurement. In this paper, a dynamic road map making system is proposed. The proposition system uses probe-cars which has an in-vehicle camera and a GPS receiver.

More information

29 Short-time prediction of time series data for binary option trade

29 Short-time prediction of time series data for binary option trade 29 Short-time prediction of time series data for binary option trade 1180365 2018 2 28 RSI(Relative Strength Index) 3 USD/JPY 1 2001 1 2 4 10 2017 12 29 17 00 1 high low i Abstract Short-time prediction

More information

カルマンフィルターによるベータ推定( )

カルマンフィルターによるベータ推定( ) β TOPIX 1 22 β β smoothness priors (the Capital Asset Pricing Model, CAPM) CAPM 1 β β β β smoothness priors :,,. E-mail: koiti@ism.ac.jp., 104 1 TOPIX β Z i = β i Z m + α i (1) Z i Z m α i α i β i (the

More information

HP 76

HP 76 Sanno University Bulletin Vol.26 No. 1 September 2005 A Study on Discontinuing Service by the Government Housing Loan Corporation and the Activation of the Japanese Housing Loan Market Retail sections

More information

123-099_Y05…X…`…‘…“†[…h…•

123-099_Y05…X…`…‘…“†[…h…• 1. 2 1993 2001 2 1 2 1 2 1 99 2009. 1982 250 251 1991 112 115 1988 75 2004 132 2006 73 3 100 3 4 1. 2. 3. 4. 5. 6.. 3.1 1991 2002 2004 3 4 101 2009 3 4 4 5 1 5 6 1 102 5 6 3.2 2 7 8 2 X Y Z Z X 103 2009

More information

Q [4] 2. [3] [5] ϵ- Q Q CO CO [4] Q Q [1] i = X ln n i + C (1) n i i n n i i i n i = n X i i C exploration exploitation [4] Q Q Q ϵ 1 ϵ 3. [3] [5] [4]

Q [4] 2. [3] [5] ϵ- Q Q CO CO [4] Q Q [1] i = X ln n i + C (1) n i i n n i i i n i = n X i i C exploration exploitation [4] Q Q Q ϵ 1 ϵ 3. [3] [5] [4] 1,a) 2,3,b) Q ϵ- 3 4 Q greedy 3 ϵ- 4 ϵ- Comparation of Methods for Choosing Actions in Werewolf Game Agents Tianhe Wang 1,a) Tomoyuki Kaneko 2,3,b) Abstract: Werewolf, also known as Mafia, is a kind of

More information

23 The Study of support narrowing down goods on electronic commerce sites

23 The Study of support narrowing down goods on electronic commerce sites 23 The Study of support narrowing down goods on electronic commerce sites 1120256 2012 3 15 i Abstract The Study of support narrowing down goods on electronic commerce sites Masaki HASHIMURA Recently,

More information

speax45CL/CLW

speax45CL/CLW 1 2 3 4 5 6 100m 7 8 9 10 11 12 13 14 15 16 1 4 7 3 6 9 2 5 8 0 17 1 4 2 3 5 1 4 2 5 3 6 7 8 0 9 18 19 20 21 1 2 3 4 1 2 22 23 1 2 1 4 2 5 6 7 8 3 24 25 1 2 3 4 5 26 1 1 2 2 3 3 4 4 5 5 6 6 7 27 1 2 3

More information

揃 24 1681 0 20 40 60 80 100 0 21 42 63 84 Lag [hour] Lag [day] 35

揃 24 1681 0 20 40 60 80 100 0 21 42 63 84 Lag [hour] Lag [day] 35 Forecasting Model for Electricity Consumption in Residential House Based on Time Series Analysis * ** *** Shuhei Kondo Nobayasi Masamori Shuichi Hokoi ( 2015 7 3 2015 12 11 ) After the experience of electric

More information

Table 1. Reluctance equalization design. Fig. 2. Voltage vector of LSynRM. Fig. 4. Analytical model. Table 2. Specifications of analytical models. Fig

Table 1. Reluctance equalization design. Fig. 2. Voltage vector of LSynRM. Fig. 4. Analytical model. Table 2. Specifications of analytical models. Fig Mover Design and Performance Analysis of Linear Synchronous Reluctance Motor with Multi-flux Barrier Masayuki Sanada, Member, Mitsutoshi Asano, Student Member, Shigeo Morimoto, Member, Yoji Takeda, Member

More information

Title 謝 罪 に 対 する 被 害 者 の 反 応 とその 発 達 的 変 化 : 文 献 展 望 Author(s) 田 村, 綾 菜 Citation 京 都 大 学 大 学 院 教 育 学 研 究 科 紀 要 (2009), 55: 103-115 Issue Date 2009-03-31 URL http://hdl.handle.net/2433/72734 Right Type

More information

企業内システムにおけるA j a x 技術の利用

企業内システムにおけるA j a x 技術の利用 Utilization of Ajax in Enterprise Intranet Systemsby Tetsuo Yamashita, Takeshi Kuroe and Kazuhisa Ikeda Enterprise 2.0 refers to the recent trend of applying the web technologies widely deployed in Internet

More information

A5 PDF.pwd

A5 PDF.pwd Average Treatment Effect; ATE attributes Randomized Factorial Survey Experiment; RFSE cues ATE ATE Hainmueller et al. 2014 Average Marginal Component Effect ATE 67 4 2017 2 845 , ;, ATE, ;, ;, W 846 67

More information

149 (Newell [5]) Newell [5], [1], [1], [11] Li,Ryu, and Song [2], [11] Li,Ryu, and Song [2], [1] 1) 2) ( ) ( ) 3) T : 2 a : 3 a 1 :

149 (Newell [5]) Newell [5], [1], [1], [11] Li,Ryu, and Song [2], [11] Li,Ryu, and Song [2], [1] 1) 2) ( ) ( ) 3) T : 2 a : 3 a 1 : Transactions of the Operations Research Society of Japan Vol. 58, 215, pp. 148 165 c ( 215 1 2 ; 215 9 3 ) 1) 2) :,,,,, 1. [9] 3 12 Darroch,Newell, and Morris [1] Mcneil [3] Miller [4] Newell [5, 6], [1]

More information

Fig. 3 Coordinate system and notation Fig. 1 The hydrodynamic force and wave measured system Fig. 2 Apparatus of model testing

Fig. 3 Coordinate system and notation Fig. 1 The hydrodynamic force and wave measured system Fig. 2 Apparatus of model testing The Hydrodynamic Force Acting on the Ship in a Following Sea (1 St Report) Summary by Yutaka Terao, Member Broaching phenomena are most likely to occur in a following sea to relative small and fast craft

More information

10-渡部芳栄.indd

10-渡部芳栄.indd COE GCOE GP ) b a b ) () ) () () ) ) .. () ) ) ) ) () ........... / / /.... 交付税額 / 経常費 : 右軸交付税額 /( 経常費 授業料 ): 右軸 . ) ()... /.. 自治体負担額 / 交付税額 : 右軸 ()......... / 自治体負担額 / 経常費 : 右軸 - No. - Vol. No. - IDE

More information

2 122

2 122 32 2008 pp. 121 133 1 Received November 4, 2008 The aim of this paper is to clarify some profound changes in the language used in the visual media, especially in TV news programs in Japan, and show what

More information

109 Summary The purpose of this paper is to make clear two points. The first one is the history of understandings of the environmental benefits from agriculture in Japan. In 1971 the first comment on the

More information

The Indirect Support to Faculty Advisers of die Individual Learning Support System for Underachieving Student The Indirect Support to Faculty Advisers of the Individual Learning Support System for Underachieving

More information

A Study on Life-Table based on the Death Rate from a Specific Disease by Fumio Nakamura, M. D. Department of Hygiene Okayama University Medical School (Director: Professor Masahiko O. D., M. P. H.) In

More information

〈論文〉組織改革の成果に関する予備的調査--社内カンパニー制導入が財務的業績に与える影響

〈論文〉組織改革の成果に関する予備的調査--社内カンパニー制導入が財務的業績に与える影響 Abstract Under the pressure of 10-year long economic decline, Japanese firms are struggling to improve their profitability. As one of the ways to do it, Japanese large firms have begun to reorganize their

More information

雇用不安時代における女性の高学歴化と結婚タイミング-JGSSデータによる検証-

雇用不安時代における女性の高学歴化と結婚タイミング-JGSSデータによる検証- 日 本 版 General Social Surveys 研 究 論 文 集 [6] JGSS で 見 た 日 本 人 の 意 識 と 行 動 JGSS Research Series No.3 JGSS Women s Higher Education and Marriage Timing in an era of employment uncertainty Yuko NOZAKI Graduate

More information

..,,...,..,...,,.,....,,,.,.,,.,.,,,.,.,.,.,,.,,,.,,,,.,,, Becker., Becker,,,,,, Becker,.,,,,.,,.,.,,

..,,...,..,...,,.,....,,,.,.,,.,.,,,.,.,.,.,,.,,,.,,,,.,,, Becker., Becker,,,,,, Becker,.,,,,.,,.,.,, J. of Population Problems. pp.,,,.,.,,. Becker,,.,,.,,.,,.,,,,.,,,.....,,. ..,,...,..,...,,.,....,,,.,.,,.,.,,,.,.,.,.,,.,,,.,,,,.,,, Becker., Becker,,,,,, Becker,.,,,,.,,.,.,, ,,, Becker,,., Becker,

More information

12021108_07.indd

12021108_07.indd 雯 A Study of Japanese Time Adverbs Focusing on Adverbs that Express Immediacy Wen - Shun CAIANG Tamkang University of Taiwan This study focuses on adverbs that express immediacy : sugu, sikyuu, tadachini,

More information

Carrie Buffy the Vampire Slayer Power Puff Girls Researching Culture: Qualitative Method and Cultural Studies Television and Women s Culture: The Politics of the Popular Research Practice for Cultural

More information

KII, Masanobu Vol.7 No Spring

KII, Masanobu Vol.7 No Spring KII, Masanobu 1 2 3 4 5 2 2.1 1945 60196075 19759019904 002 Vol.7 No.1 2004 Spring 1194560 1 1946 2 195328 3 4 1958 1960 2196075 5 6 7 8 1946 2 1972 1/23/4 1974 1968481973 1969 3197590 9 1980 1987 41990

More information

【教】⑥久我直人先生【本文】/【教】⑥久我直人先生【本文】

【教】⑥久我直人先生【本文】/【教】⑥久我直人先生【本文】 Schön Schön Shulman Wilson transformation pedagogical content knowledge Schön Schön Schön Shulman Wilson pedagogical content knowledge Schön Schön Shulman Wilson pedagogical content knowledge Schön Shulman

More information

TCP/IP IEEE Bluetooth LAN TCP TCP BEC FEC M T M R M T 2. 2 [5] AODV [4]DSR [3] 1 MS 100m 5 /100m 2 MD 2 c 2009 Information Processing Society of

TCP/IP IEEE Bluetooth LAN TCP TCP BEC FEC M T M R M T 2. 2 [5] AODV [4]DSR [3] 1 MS 100m 5 /100m 2 MD 2 c 2009 Information Processing Society of IEEE802.11 [1]Bluetooth [2] 1 1 (1) [6] Ack (Ack) BEC FEC (BEC) BEC FEC 100 20 BEC FEC 6.19% 14.1% High Throughput and Highly Reliable Transmission in MANET Masaaki Kosugi 1 and Hiroaki Higaki 1 1. LAN

More information

大学論集第42号本文.indb

大学論集第42号本文.indb 42 2010 2011 3 279 295 COSO 281 COSO 1990 1 internal control 1 19962007, Internal Control Integrated Framework COSO COSO 282 42 2 2) the Committee of Sponsoring Organizations of the Treadway committee

More information

\ (1963): Recent Trends of Urban Geography in Japan A, A, A, G, 53 93^ 102 Yamaga S, & Y, Masai (1966) : Japanese Urban Geography-General View Japanese Geography 1966; Spec, Publ, No,1 Ass, Jap, Geogrs,

More information

A Feasibility Study of Direct-Mapping-Type Parallel Processing Method to Solve Linear Equations in Load Flow Calculations Hiroaki Inayoshi, Non-member

A Feasibility Study of Direct-Mapping-Type Parallel Processing Method to Solve Linear Equations in Load Flow Calculations Hiroaki Inayoshi, Non-member A Feasibility Study of Direct-Mapping-Type Parallel Processing Method to Solve Linear Equations in Load Flow Calculations Hiroaki Inayoshi, Non-member (University of Tsukuba), Yasuharu Ohsawa, Member (Kobe

More information

〈論文〉興行データベースから「古典芸能」の定義を考える

〈論文〉興行データベースから「古典芸能」の定義を考える Abstract The long performance database of rakugo and kabuki was totaled, and it is found that few programs are repeated in both genres both have the frequency differential of performance. It is a question

More information

bosai-2002.dvi

bosai-2002.dvi 45 B-2 14 4 Annuals of Disas. Prev. Res. Inst., Kyoto Univ., No. 45 B-2, 22 5 m 5 m :,,, 1. 2. 2.1 27 km 2 187 km 2 14 % 77 % 47 7, 9 2, 54 6 7, 9 16, 57 8 1, 9 47 2 1 57 5 2.2 45 2 Fig. 1 2 2.3 Fig. 2

More information

IPSJ SIG Technical Report Vol.2014-GN-90 No.16 Vol.2014-CDS-9 No.16 Vol.2014-DCC-6 No /1/24 1,a) 2,b) 2,c) 1,d) QUMARION QUMARION Kinect Kinect

IPSJ SIG Technical Report Vol.2014-GN-90 No.16 Vol.2014-CDS-9 No.16 Vol.2014-DCC-6 No /1/24 1,a) 2,b) 2,c) 1,d) QUMARION QUMARION Kinect Kinect 1,a) 2,b) 2,c) 1,d) QUMARION QUMARION Kinect Kinect Using a Human-Shaped Input Device for Remote Pose Instruction Yuki Tayama 1,a) Yoshiaki Ando 2,b) Misaki Hagino 2,c) Ken-ichi Okada 1,d) Abstract: There

More information

論文9.indd

論文9.indd Recent topics in surround sound audio Masaki Sawaguchi Summary This paper will describe the recent trends in surround sound system based on the results of various investigations on this topic. According

More information

Web Web Web Web Web, i

Web Web Web Web Web, i 22 Web Research of a Web search support system based on individual sensitivity 1135117 2011 2 14 Web Web Web Web Web, i Abstract Research of a Web search support system based on individual sensitivity

More information

( ) [1] [4] ( ) 2. [5] [6] Piano Tutor[7] [1], [2], [8], [9] Radiobaton[10] Two Finger Piano[11] Coloring-in Piano[12] ism[13] MIDI MIDI 1 Fig. 1 Syst

( ) [1] [4] ( ) 2. [5] [6] Piano Tutor[7] [1], [2], [8], [9] Radiobaton[10] Two Finger Piano[11] Coloring-in Piano[12] ism[13] MIDI MIDI 1 Fig. 1 Syst 情報処理学会インタラクション 2015 IPSJ Interaction 2015 15INT014 2015/3/7 1,a) 1,b) 1,c) Design and Implementation of a Piano Learning Support System Considering Motivation Fukuya Yuto 1,a) Takegawa Yoshinari 1,b) Yanagi

More information

*.E....... 139--161 (..).R

*.E....... 139--161 (..).R A Preliminary Study of Internationalization at the Local Level: The Case of Aikawa Town in Kanagawa Prefecture, Japan FUKUSHIMA Tomoko and FUJISHIRO Masahito In recent years, as foreign residents increase

More information

....-.....w.....I.v48.\1-4.eps

....-.....w.....I.v48.\1-4.eps Reconsideration of the Items of the Standards for Employing New University Graduates in Questionnaire Survey: Focusing on Screening Process for Recruiting Students in the Humanities, Social Sciences and

More information

2 [] [4] (Preference Model) 2. 2.. [8] 8km/l 3cc 3 c 29 52

2 [] [4] (Preference Model) 2. 2.. [8] 8km/l 3cc 3 c 29 52 Transactions of the Operations Research Society of Japan 29 52-9 ( 26 7 9 ; 28 8 3 ) 25 9 5 :,,,. [5,6,9] SD (Semantic Differential Method) 5 AHP(Analytic Hierarchy Process) 2 [] [4] (Preference Model)

More information

speax55CL 4版

speax55CL 4版 1 2 3 4 5 6 100m 7 8 9 10 11 12 13 14 15 16 17 4 1 5 2 3 6 1 4 2 5 3 6 7 8 0 9 18 19 20 21 1 2 3 4 1 2 22 23 2 1 1 2 3 4 5 6 7 8 24 25 1 2 3 4 5 26 1 2 3 4 5 6 1 2 3 4 5 6 7 7 8 8 27 1 2 3 4 1 2 3 5 4

More information

先端社会研究 ★5★号/4.山崎

先端社会研究 ★5★号/4.山崎 71 72 5 1 2005 7 8 47 14 2,379 2,440 1 2 3 2 73 4 3 1 4 1 5 1 5 8 3 2002 79 232 2 1999 249 265 74 5 3 5. 1 1 3. 1 1 2004 4. 1 23 2 75 52 5,000 2 500 250 250 125 3 1995 1998 76 5 1 2 1 100 2004 4 100 200

More information

1 Web [2] Web [3] [4] [5], [6] [7] [8] S.W. [9] 3. MeetingShelf Web MeetingShelf MeetingShelf (1) (2) (3) (4) (5) Web MeetingShelf

1 Web [2] Web [3] [4] [5], [6] [7] [8] S.W. [9] 3. MeetingShelf Web MeetingShelf MeetingShelf (1) (2) (3) (4) (5) Web MeetingShelf 1,a) 2,b) 4,c) 3,d) 4,e) Web A Review Supporting System for Whiteboard Logging Movies Based on Notes Timeline Taniguchi Yoshihide 1,a) Horiguchi Satoshi 2,b) Inoue Akifumi 4,c) Igaki Hiroshi 3,d) Hoshi

More information

speaxJ22CL-4

speaxJ22CL-4 1 2 3 4 5 6 100m 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 1 4 7 2 3 5 6 8 9 0 19 20 21 3 4 1 2 22 1 2 23 1 4 2 5 3 24 1 4 5 2 3 25 1 3 4 2 26 1 2 3 4 27 28 1 2 3 4 5 29 1 1 2 3 4 5 6 2 3 4 5 6 7 7

More information

Google Social Influences and Legal Issues of Google Street View Hiroshi Takada

Google Social Influences and Legal Issues of Google Street View Hiroshi Takada Social Influences and Legal Issues of Google Street View Hiroshi Takada Sanno University Bulletin Vol. No. September Social Influences and Legal Issues of Google Street View Hiroshi Takada In this paper,

More information

Microsoft Word - 計量研修テキスト_第5版).doc

Microsoft Word - 計量研修テキスト_第5版).doc Q9-1 テキスト P166 2)VAR の推定 注 ) 各変数について ADF 検定を行った結果 和文の次数はすべて 1 である 作業手順 4 情報量基準 (AIC) によるラグ次数の選択 VAR Lag Order Selection Criteria Endogenous variables: D(IG9S) D(IP9S) D(CP9S) Exogenous variables: C Date:

More information

2...._TOPICS*

2...._TOPICS* 2 Vol.71/2010 CHORD VOL.712010 FEBRUARY F w CHORD VOL.712010 FEBRUARY CHORD VOL.712010 FEBRUARY CHORD VOL.712010 FEBRUARY CHORD VOL.712010 FEBRUARY CHORD VOL.712010 FEBRUARY CHORD VOL.712010 FEBRUARY CHORD

More information

Vol.54 No (May 2013) 7 1,a) , e e Factors and Strategies for Accelerating the Diffusion of Electronic Money Based

Vol.54 No (May 2013) 7 1,a) , e e Factors and Strategies for Accelerating the Diffusion of Electronic Money Based 7 1,a) 2 2012 7 4, 2013 2 1 7 5 8 e e Factors and Strategies for Accelerating the Diffusion of Electronic Money Based on a Consumer Survey in Seven Regions in Japan Kazuo Watabe 1,a) Kunihiko Iwasaki 2

More information

900 GPS GPS DGPS Differential GPS RTK-GPS Real Time Kinematic GPS 2) DGPS RTK-GPS GPS GPS Wi-Fi 3) RFID 4) M-CubITS 5) Wi-Fi PSP PlayStation Portable

900 GPS GPS DGPS Differential GPS RTK-GPS Real Time Kinematic GPS 2) DGPS RTK-GPS GPS GPS Wi-Fi 3) RFID 4) M-CubITS 5) Wi-Fi PSP PlayStation Portable Vol. 51 No. 3 899 913 (Mar. 2010) 1 2 1 1 1 GPS GPS GPS GPS GPS GPS 80 m 80 m 2 3 GPS 0 GPS GPS GPS 5 CGI NTT KDDI 98% A Pedestrian Positioning System Using Road Traffic Signs and Landmarks Tomoyuki Kojima,

More information

40B: 43-54 2010 43 2010 1 27 Satoshi Shimai 1 and Shigehiro Fujimoto 2 1 Center for Liberal Arts and Education, Minami-Kyushu University, Miyakonojo,

40B: 43-54 2010 43 2010 1 27 Satoshi Shimai 1 and Shigehiro Fujimoto 2 1 Center for Liberal Arts and Education, Minami-Kyushu University, Miyakonojo, 40B: 43-54 2010 2010 1 27 Satoshi Shimai 1 and Shigehiro Fujimoto 2 1 Center for Liberal Arts and Education, Minami-Kyushu University, Miyakonojo, Miyazaki 885-0035, Japan; 2 Miyakonojo Public Health Institute,

More information

[2] 1. 2. 2 2. 1, [3] 2. 2 [4] 2. 3 BABOK BABOK(Business Analysis Body of Knowledge) BABOK IIBA(International Institute of Business Analysis) BABOK 7

[2] 1. 2. 2 2. 1, [3] 2. 2 [4] 2. 3 BABOK BABOK(Business Analysis Body of Knowledge) BABOK IIBA(International Institute of Business Analysis) BABOK 7 32 (2015 ) [2] Projects of the short term increase at present. In order to let projects complete without rework and delays, it is important that request for proposals (RFP) are written by reflecting precisely

More information

1 Fig. 1 Extraction of motion,.,,, 4,,, 3., 1, 2. 2.,. CHLAC,. 2.1,. (256 ).,., CHLAC. CHLAC, HLAC. 2.3 (HLAC ) r,.,. HLAC. N. 2 HLAC Fig. 2

1 Fig. 1 Extraction of motion,.,,, 4,,, 3., 1, 2. 2.,. CHLAC,. 2.1,. (256 ).,., CHLAC. CHLAC, HLAC. 2.3 (HLAC ) r,.,. HLAC. N. 2 HLAC Fig. 2 CHLAC 1 2 3 3,. (CHLAC), 1).,.,, CHLAC,.,. Suspicious Behavior Detection based on CHLAC Method Hideaki Imanishi, 1 Toyohiro Hayashi, 2 Shuichi Enokida 3 and Toshiaki Ejima 3 We have proposed a method for

More information

MPC MPC R p N p Z p p N (m, σ 2 ) m σ 2 floor( ), rem(v 1 v 2 ) v 1 v 2 r p e u[k] x[k] Σ x[k] Σ 2 L 0 Σ x[k + 1] = x[k] + u[k floor(l/h)] d[k]. Σ k x

MPC MPC R p N p Z p p N (m, σ 2 ) m σ 2 floor( ), rem(v 1 v 2 ) v 1 v 2 r p e u[k] x[k] Σ x[k] Σ 2 L 0 Σ x[k + 1] = x[k] + u[k floor(l/h)] d[k]. Σ k x MPC Inventory Manegement via Model Predictive Control 1 1 1,2,3 Yoshinobu Matsui 1 Yuhei Umeda 1 Hirokazu Anai 1,2,3 1 1 FUJITSULABORATORIES LTD. 2 2 Kyushu University IMI 3 3 National Institute of Informatics

More information

yasi10.dvi

yasi10.dvi 2002 50 2 259 278 c 2002 1 2 2002 2 14 2002 6 17 73 PML 1. 1997 1998 Swiss Re 2001 Canabarro et al. 1998 2001 1 : 651 0073 1 5 1 IHD 3 2 110 0015 3 3 3 260 50 2 2002, 2. 1 1 2 10 1 1. 261 1. 3. 3.1 2 1

More information

大学野球の期分けにおける一般的準備期のランニング トレーニングが試合期の大学生投手の実戦状況下 パフォーマンスに与える影響

大学野球の期分けにおける一般的準備期のランニング トレーニングが試合期の大学生投手の実戦状況下 パフォーマンスに与える影響 The Effect of Pre-Season Running Training for Game Performance of University Baseball Pitcher AKAIKE, Kohei This paper provides useful information for university baseball players and coaches as well as

More information

07_太田美帆.indd

07_太田美帆.indd 54 2013 pp. 167 190 2011 3 11 1 2 8 2014 1 6 167 54 133 2 2011 3 11 3 4 5 3 / 168 3 2013 11 133 NPO 6 PBV PBV 0 3 2012 3157 1 501076 99 11,427 PBV 67,991 7 254 1 PBV PBV PBV PBV 2011 2011 2012 5 5 6,695

More information

2015-s6-4g-pocket-guidebook_H1-4.indd

2015-s6-4g-pocket-guidebook_H1-4.indd 56C504-01 2 47 47 32 3435 35 2124 26 26 26 424343 434446 4646 12 14 16 18 20 4 28 30 31 36 37 38 42 47 48 49 4 4 4 3 4 5 16 16 6 6 18 18 32 32 30 30 7 20 20 8 9 28 31 10 Do you have a? 36 Do you have

More information

取扱説明書

取扱説明書 ER-LD530 STEP 1 STEP 2 STEP 3 STEP 4 STEP 5 1 5 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 1 2 3 22 23 1 2 24 25 26 27 1 2 3 28 29 30 31 32 33 34 1 2 3 35 1 2 3 36 37 1 2 3 4 38 39 1 2 3 4 40

More information

総研大文化科学研究第 11 号 (2015)

総研大文化科学研究第 11 号 (2015) 栄 元 総研大文化科学研究第 11 号 (2015) 45 ..... 46 総研大文化科学研究第 11 号 (2015) 栄 租借地都市大連における 満洲日日新聞 の役割に関する一考察 総研大文化科学研究第 11 号 (2015) 47 48 総研大文化科学研究第 11 号 (2015) 栄 租借地都市大連における 満洲日日新聞 の役割に関する一考察 総研大文化科学研究第 11 号 (2015)

More information

人文地理62巻4号

人文地理62巻4号 4 4 4 4 4 4 An Examination of the Agglomeration Economies Reinforcing Creativity in the Cultural Industry HANZAWA Seiji Meiji Gakuin University The recent rise of the cultural industry, resulting

More information

Visual Evaluation of Polka-dot Patterns Yoojin LEE and Nobuko NARUSE * Granduate School of Bunka Women's University, and * Faculty of Fashion Science,

Visual Evaluation of Polka-dot Patterns Yoojin LEE and Nobuko NARUSE * Granduate School of Bunka Women's University, and * Faculty of Fashion Science, Visual Evaluation of Polka-dot Patterns Yoojin LEE and Nobuko NARUSE * Granduate School of Bunka Women's University, and * Faculty of Fashion Science, Bunka Women's University, Shibuya-ku, Tokyo 151-8523

More information

untitled

untitled 11-19 2012 1 2 3 30 2 Key words acupuncture insulated needle cervical sympathetick trunk thermography blood flow of the nasal skin Received September 12, 2011; Accepted November 1, 2011 I 1 2 1954 3 564-0034

More information