• Title/Summary/Keyword: series model

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Inter-regional Employment Equilibrium and Dynamics

  • Park, Heon-Soo
    • Journal of the Korean Regional Science Association
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    • v.14 no.1
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    • pp.143-161
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    • 1998
  • This paper applies dynamic versions of shift share models to a simple regional employment model. It tests for the existence of a long run interregional employment equilibrium and then estimates the impulse response functions for each employment series to determine which shocks are temporary and which are permanent.

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A Note on Disturbance Variance Estimator in Panel Data with Equicorrelated Error Components

  • Seuck Heun Song
    • Communications for Statistical Applications and Methods
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    • v.2 no.2
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    • pp.129-134
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    • 1995
  • The ordinary least square estimator of the disturbance variance in the pooled cross-sectional and time series regression model is shown to be asymptotically unbiased without any restrictions on the regressor matrix when the disturbances follow an equicorrelated error component models.

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SOME GENERALIZATIONS OF LOGISTIC DISTRIBUTION AND THEIR PROPERTIES

  • Mathew, Thomas;Jayakumar, K.
    • Journal of the Korean Statistical Society
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    • v.36 no.1
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    • pp.111-127
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    • 2007
  • The logistic distribution is generalized using the Marshall-Olkin scheme and its generalization. Some properties are studied. First order autoregressive time series model with Marshall-Olkin semi-logistic distribution as marginal is developed and studied.

A Study on the Modification of Characters' Role and Desire in Series Animation : focusing on the case of Kung Fu Panda Series Animation (시리즈애니메이션 등장인물의 역할 및 욕구변화에 대한 연구 쿵푸팬더 시리즈애니메이션 사례를 중심으로)

  • Kong, Hyun-Hee
    • Cartoon and Animation Studies
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    • s.43
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    • pp.77-102
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    • 2016
  • This study is on the variation of characters' role and desire in the series animation. For this study, Greimas Actant Model is used to analyze characters' role and behavior and Maslow's Motivation Theory is used to analyze the changing pattern in their desire. Finally, Joseph Campbell's Monomyth or Hero's Journey is used to analyze the whole narrative through all the series. For this analysis, this study chose series animation as a case, The study shows that the desire of the protagonist of series animation keeps escalating for higher values. On the contrary, the other characters' desire don't show any consistency. This result can be explained with monomyth frame. The escalation of the desire in natural because the whole series is a three consecutive episodes about the story of a person's turning over a new leaf and reunion of the parted family. Also, the escalation is originally plotted by the protagonist's expectation role in monomyth's three steps; self-awareness, accomplishment and ultimate freedom.

Design and Implementation of AR Model based Automatic Identification and Restoration Scheme for Line Scratches in Old Films (AR 모델 기반의 고전영화의 긁힘 손상의 자동 탐지 및 복원 시스템 설계와 구현)

  • Han, Ngoc-Soc;Kim, Seong-Whan
    • The KIPS Transactions:PartB
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    • v.17B no.1
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    • pp.47-54
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    • 2010
  • Old archived film shows two major defects: line scratch and blobs. In this paper, we present a design and implementation of an automatic video restoration system for line scratches observed in archived film. We use autoregressive (AR) image model because we can make stochastic and specifically autoregressive image generation process with our PAST-PRESENT model and Sampling Pattern. We designed locality maximizing scanning pattern, which can generate nearly stationary time-like series of pixels, which is a strong requirement for a stochastic series to be autoregressive. The sampled pixel series undergoes filtering and model fitting using Durbin-Levinson algorithm before interpolation process. We designed three-stage film restoration system, which includes (1) film acquisition from VHS tapes, (2) simple line scratch detection and restoration, and (3) manual blob identification and sophisticated inpainting scheme. We implemented film acquisition and simple inpainting scheme on Texas Instruments DSP board TMS320DM642 EVM, and implemented our AR inpainting scheme on PC for sophisticated restoration. We experimented our scheme with two old Korean films: "Viva Freedom" and "Robot Tae-Kwon-V", and the experimental results show that our scheme improves Bertalmio's scheme for subjective quality (MOS), objective quality (PSNR), and especially restoration ratio (RR), which reflects how much similar to the manual inpainting results.