信息製造業上市公司成長性分析及實證研究(DOC 62頁)
信息製造業上市公司成長性分析及實證研究(DOC 62頁)內容簡介
目 錄
第一章 緒論 1
1.1研究背景 1
1.2研究意義 1
1.3研究思路 2
1.4研究框架 2
1.5研究方法 3
1.6本文的創新點 4
第二章 文獻綜述 5
2.1成長理論的發展 5
2.2成長性的定義 6
2.3評價指標體係的建立 7
2.4計量方法的選擇 12
第三章 上市公司成長性評價方法 15
3.1因子分析法 15
3.1.1因子分析法的基本思想 15
3.1.2因子分析法的原理與計算步驟 16
3.2成長性評價方法比較 17
3.2.1判別分析 17
3.2.2 Logistic回歸 18
3.2.3決策樹 18
3.2.4人工神經網絡 18
3.2.5分類方法的比較 19
第四章 我國信息製造業的發展概狀 22
4.1信息製造業已成為高速增長的高技術產業的典型代表 22
4.2信息製造業的勞動生產率 25
4.3信息製造業出口情況 25
4.4小結 26
第五章 我國信息製造業成長性實證分析 27
5.1研究工具 27
5.2樣本選擇 27
5.3成長性的判定 28
5.4變量選取 28
5.4.1指標選取的原則 28
5.4.2評價指標的選取 30
5.4.3數據預處理 33
5.5財務指標的整合 34
5.6我國信息製造業上市公司成長性評價模型構建 40
5.7我國信息製造業上市公司成長性分析 45
第六章 結論和建議 47
6.1 結論 47
6.2 建議 47
6.3 研究局限性 48
參考文獻 50
附錄 53
致謝 55
研究成果及發表的學術論文 56
Contents
Chapter 1 Introduction 1
1.1 Background 1
1.2 Significance 1
1.3 Research ideas 2
1.4 Framework 2
1.5 Methods 3
1.6 Innovation 4
Chapter 2 Literature review 5
2.1 The development of growth theory 5
2.2 The definition of growth 6
2.3 The establishment of evaluation index syste 7
2.4 The choice of measurement methods 12
Chapter 3 The evaluation methods of listed companies’ growth 15
3.1 Factor analysis 15
3.1.1 The basic idea of factor analysis 15
3.1.2 The principle and calculation steps of factor analysis 16
3.2 The comparison of growth evaluation methods 17
3.2.1 Discriminant analysis 17
3.2.2 Logistic regression 18
3.2.3 Decision tree 18
3.2.4 Artificial neural network 18
3.2.5 The comparison of classification methods 19
Chapter 4 The development status of domestic information manufacturing sector 22
4.1 Domestic information manufacturing sector has been the representative of domestic high-tech sector growing rapidly 22
4.2 The labor productivity of domestic information manufacturing sector 25
4.3 The exports of domestic information manufacturing sector 25
4.4 Summary 26
Chapter 5 The empirical analysis of domestic information manufacturing sector 27
5.1Tools 27
5.2 Samples selected 27
5.3 The discriminant of growth 28
5.4 Variables selected 28
5.4.1 The principle of selecting indexes 28
5.4.2 Selecting evaluation indexes 30
5.4.3 Data preprocessing 33
5.5 The intergration of financial indexes 34
5.6 The establishment of assessment model of listed companies’ growth in domestic information manufacturing sector 40
5.7 The growth analysis of listed companies in domestic information manufacturing sector 45
Chapter 6 Conclusion and countermeasure 47
6.1 Conclusion 47
6.2 Countermeasure 47
6.3 Limitations 48
Reference literature 50
Appendix 53
Thanks 55
Research results and papers 56
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第一章 緒論 1
1.1研究背景 1
1.2研究意義 1
1.3研究思路 2
1.4研究框架 2
1.5研究方法 3
1.6本文的創新點 4
第二章 文獻綜述 5
2.1成長理論的發展 5
2.2成長性的定義 6
2.3評價指標體係的建立 7
2.4計量方法的選擇 12
第三章 上市公司成長性評價方法 15
3.1因子分析法 15
3.1.1因子分析法的基本思想 15
3.1.2因子分析法的原理與計算步驟 16
3.2成長性評價方法比較 17
3.2.1判別分析 17
3.2.2 Logistic回歸 18
3.2.3決策樹 18
3.2.4人工神經網絡 18
3.2.5分類方法的比較 19
第四章 我國信息製造業的發展概狀 22
4.1信息製造業已成為高速增長的高技術產業的典型代表 22
4.2信息製造業的勞動生產率 25
4.3信息製造業出口情況 25
4.4小結 26
第五章 我國信息製造業成長性實證分析 27
5.1研究工具 27
5.2樣本選擇 27
5.3成長性的判定 28
5.4變量選取 28
5.4.1指標選取的原則 28
5.4.2評價指標的選取 30
5.4.3數據預處理 33
5.5財務指標的整合 34
5.6我國信息製造業上市公司成長性評價模型構建 40
5.7我國信息製造業上市公司成長性分析 45
第六章 結論和建議 47
6.1 結論 47
6.2 建議 47
6.3 研究局限性 48
參考文獻 50
附錄 53
致謝 55
研究成果及發表的學術論文 56
Contents
Chapter 1 Introduction 1
1.1 Background 1
1.2 Significance 1
1.3 Research ideas 2
1.4 Framework 2
1.5 Methods 3
1.6 Innovation 4
Chapter 2 Literature review 5
2.1 The development of growth theory 5
2.2 The definition of growth 6
2.3 The establishment of evaluation index syste 7
2.4 The choice of measurement methods 12
Chapter 3 The evaluation methods of listed companies’ growth 15
3.1 Factor analysis 15
3.1.1 The basic idea of factor analysis 15
3.1.2 The principle and calculation steps of factor analysis 16
3.2 The comparison of growth evaluation methods 17
3.2.1 Discriminant analysis 17
3.2.2 Logistic regression 18
3.2.3 Decision tree 18
3.2.4 Artificial neural network 18
3.2.5 The comparison of classification methods 19
Chapter 4 The development status of domestic information manufacturing sector 22
4.1 Domestic information manufacturing sector has been the representative of domestic high-tech sector growing rapidly 22
4.2 The labor productivity of domestic information manufacturing sector 25
4.3 The exports of domestic information manufacturing sector 25
4.4 Summary 26
Chapter 5 The empirical analysis of domestic information manufacturing sector 27
5.1Tools 27
5.2 Samples selected 27
5.3 The discriminant of growth 28
5.4 Variables selected 28
5.4.1 The principle of selecting indexes 28
5.4.2 Selecting evaluation indexes 30
5.4.3 Data preprocessing 33
5.5 The intergration of financial indexes 34
5.6 The establishment of assessment model of listed companies’ growth in domestic information manufacturing sector 40
5.7 The growth analysis of listed companies in domestic information manufacturing sector 45
Chapter 6 Conclusion and countermeasure 47
6.1 Conclusion 47
6.2 Countermeasure 47
6.3 Limitations 48
Reference literature 50
Appendix 53
Thanks 55
Research results and papers 56
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