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分享 Taiwan Economic Miracle: Lessens in the Economic Development

accumulation 2015-6-19 12:22

Taiwan Economic Miracle: Lessens in the Economic Development 0 Preface 1 The process of Taiwan’s economic development 1.1 Trend of the GDP growth 1.2 Three stages of the industrial transition 2 Characterizing Taiwan’s macroeconomics 2.1 Consumption-led economy 2.2 Ups and downs 3 Explanation to Taiwan’s economic miracle 3.1 Literature review of existing theories 3.2 Capital accumulation increases comparative advantages 3.3 Demographic dividend promotes the expansion of manufacturing 3.4 Total factor Productivity (TFP) as a key factor 4 Root cause of Taiwan’s economic success 4.1 Change of government policies 4.2 Openness 5 Conclusion and Discussion 5.1 How did Taiwan grow? 5.2 Challenges and opportunities 5.2.1 Wage inequality 5.2.2 Less profit gained through pillar industry 5.2.3 Vulnerability to the global economic turbulence 5.2.4 Hollowing out of Taiwan’s industry 5.3 A prediction of Taiwan’s future development

个人分类: 宏观经济学|0 个评论

分享经济物理学

accumulation 2015-4-30 16:19

2009年诊断2008年美国起源的金融危机，源头在金融寡头挤出实业的美国病。提出国际金融改革的核心为建立国际反垄断法，以拆分金融寡头的竞争政策稳定国际金融秩序。 2012年研究金融危机期间西方发达国家出现的流动性陷阱，发现希克斯（1991年诺贝尔经济学奖获得者）提出的线性单调的IS 曲线不可能成立，因为市场对利率降低的反应不是一种、而是三种可能性：正常状态下会增加投资，不确定时持有现金，危机状态下资本出逃。宏观经济学的单向因果性思维必须改变为多重的复杂思维。 2014年提出代谢增长论(metabolic growth theory), 挑战索罗（1987年诺贝尔经济学奖获得者）的外生增长论和罗默(Paul Romer)的内生增长论。 2014年和唐毅南合作，提出用高阶矩和生灭过程分析股市指数的方法，发现马科维奇（1990年诺贝尔经济学奖获得者）提出的均值-方差理论不足以刻画金融市场的不稳定性，3-5阶矩在金融危机爆发前和危机中会暴涨上千倍，比席勒（2013年诺贝尔经济学奖获得者）提出的幅度变动法和经济物理提出的幂律(power law) 能更好地预警金融危机的到来。生灭过程可以构造复杂金融的统一理论，把安静市场（有效市场的近似）和动荡市场的两种机制包容在统一的生机市场（相对偏差稳定可持续的市场）理论之中。陈平关于演化经济动力学的综述论文，和 I.Prigogine,H.Simon, H.Haken, R.Nelson, S.Winter, P.David 等前辈经济学家一起作为“原创”特邀撰稿，收入 K.Dopfer 编辑达十年，剑桥大学出版社于2005年出版的论文集 “经济学的演化基础”。至今在新兴交叉学科 - 复杂系统科学和非线性经济动力学中从事前沿研究。

个人分类: 金融工程|0 个评论

分享 fiscal decentralization econ growth

susilila 2014-6-8 23:00

Limiting to 46 countries before 1990, scholars find that fiscal decentralization, measured by the subnational share of total government spending ( Davoodi Zou, 1998 ) , has negative relationships with economic growth in developing countries, the finding further confirmed in the case of china, with data from 28 provinces before 1992 ( Zhang Zou, 1998 ) . In contrast, using a similar sample of 52 countries between 1997 and 2001, limi ( 2005 ) finds positive and significant relationships between fiscal decentralization and economic growth, consistent with some other studies. Taking into the extent of the independent taxing powers enjoyed by subnational governments, a study of 19 OECD countries show no significant relationships at all.

个人分类: research projects|103 次阅读|0 个评论

分享 The 4 Charts Your Friendly Equity Hedge Fund Manager Does Not Want You To See

insight 2013-6-11 10:50

The 4 Charts Your Friendly Equity Hedge Fund Manager Does Not Want You To See Submitted by Tyler Durden on 06/10/2013 16:40 -0400 Exchange Traded Fund Morgan Stanley Russell 3000 A funny thing happens when there is only one driver of economic market growth, any chance of intelligent fact-based, logic-induced, fundamental-biased investing becomes reduced to the rubble of momentum-chasing leveraged beta. No matter how much your 2-and-20 taking manager explains his 'process', the charts below show that the thundering herd of 'dumb' money that used to be so useful in identifying the extremes of market hubris and dysphoria appear to have overwhelmed the world of 'smart' money. Hedge funds have never been more net long US equities ; hedge fund returns have never been more correlated to the market; hedge funds have never produced so little alpha; and hedge funds are as leveraged to this beta as they were at the top in 2007 . This will not end well... The alpha-generation has left the building... as hedgies are increasingly mimicking their low-cost low-tracking-error ETF nemeses... Which has meant that hedge funds have never been more net long US equities... and in order to justify their fees, they have had to lever - and have never been more leveraged... Gross exposure rose by 12% to $1280bn notional in 1Q13. Percentage-wise, gross exposure increased to about 160%. When including ETF positions the gross exposure increases to 180%. In Q1 2013, hedge funds reduced cash holdings to the 2Q07 trough of 4.3%, while raising net exposure to the 2Q07 peak of 59% in 1Q13. Meanwhile, dollar notional net exposure rose by 11% to $463bn notional in 1Q13 – setting a new record. The bullish positioning indicates that risk appetite is back to the peak set in 2007. At of the end of 1Q13, hedge funds owned 5.0% of the Russell 3000 float shares, second only to the 2Q08 peak of 5.1%. Charts: BofAML and Morgan Stanley Average: 4.833335 Your rating: None Average: 4.8 ( 6 votes) Tweet - advertisements - Login or register to post comments 12640 reads Printer-friendly version Send to friend Similar Articles You Might Enjoy: This Is The Government: Your Legal Right To Redeem Your Money Market Account Has Been Denied - The Sequel This Is The Government: Your Legal Right To Redeem Your Money Market Account Has Been Denied The One Chart US Banks Don't Want You To See The Complete Q2 Hedge Fund Holdings Update (In Which We Discover That 181 HFs Hold Apple Stock) Guest Post: The Driver For Gold You’re Not Watching

个人分类: market|46 次阅读|0 个评论

分享 pcash

michaelwang18 2012-6-2 05:45

Ticker Company Sector Industry Country Market Cap P/E P/S P/B P/Cash P/Free Cash Flow Dividend Yield Payout Ratio EPS growth past 5 years Sales growth past 5 years Float Short Short Ratio Return on Assets Return on Equity Return on Investment Total Debt/Equity Gross Margin Operating Margin Profit Margin Performance (Year) Performance (Year) Price Change Volume EBIT/P FLL Full House Resorts Inc. Services Resorts Casinos USA 54.52 2.04 0.42 0.7 1.42 2.15 0.00% 27.87% 0.06% 0.28 36.71% 41.86% 46.87% 0 47.39% 44.42% 27.91% -24.74% 11.03% 2.93 0.34% 14814 105.76% EDS Exceed Company Ltd. Consumer Goods Textile - Apparel Footwear Accessories Hong Kong 72.98 1.06 0.15 0.21 0.48 0.00% 0.00% 1.01% 2.1 22.93% 26.03% 26.03% 0.01 30.33% 15.67% 13.54% -57.07% -49.18% 2.85 14.46% 132380 104.47% VRNM Verenium Corporation Basic Materials Specialty Chemicals USA 45.14 1.47 0.69 1.12 0.77 0.00% 0.00% 4.49% 4.58% 3.61 37.73% 131.67% 63.81% 0.86 48.22% 53.02% 48.58% 68.08% 64.22% 3.33 -6.98% 47293 76.84% HRG Harbinger Group Inc. Conglomerates Conglomerates USA 666.97 4.86 0.13 0.52 1.28 18.30% 0.23% 6.82 0.96% 11.62% 1.04% 1.85 35.76% 9.97% 2.75% -23.23% 18.70% 4.69 -1.47% 19755 76.69% GTAT GT Advanced Technologies Inc. Technology Semiconductor - Specialized USA 496.86 2.86 0.52 1.5 1.42 59.17% 73.89% 20.04% 8.08 16.24% 68.75% 33.69% 0.23 44.66% 29.34% 19.19% -65.35% -41.99% 4.05 -3.57% 2927723 56.42% CRESY Cresud Sociedad An Consumer Goods Farm Products Argentina 355.63 10.91 0.55 0.74 1.83 5.03 4.26% 42.66% 21.08% 86.58% 0.39% 0.53 3.57% 7.73% 6.42% 1.73 37.53% 27.96% 10.38% -56.10% -37.75% 7.16 0.99% 195193 50.84% UIS Unisys Corporation Technology Information Technology Services USA 688.41 4.57 0.18 1.05 3.65 39.36% -7.71% 13.59% 7.11 7.29% 12.65% 25.95% 8.97% 5.09% -42.18% -20.29% 14.88 -5.28% 803530 49.83% EDMC Education Management Corporation Services Education Training Services USA 1037.48 4.52 0.36 0.78 1.69 3.26 0.00% -1.96% 19.73% 2.74% 14.49 5.26% 11.61% 6.06% 0.71 49.13% 17.81% 8.53% -61.48% -72.06% 7.06 -9.72% 349544 49.47% SAB Grupo Casa Saba SAB de CV Services Drugs Wholesale Mexico 226.92 29.48 0.07 0.46 1.38 2.4 -34.38% 13.72% 0.10% 4 0.28% 1.58% 0.67% 1.81 18.84% 3.36% 0.19% -50.58% 17.12% 8.05 -5.85% 200 48.00% SED SED International Holdings, Inc. Services Computers Wholesale USA 12.85 3.27 0.02 0.49 1.76 2.06 0.00% 66.62% 8.04% 0.09% 0.62 2.67% 15.79% 15.79% 1.49 6.19% 0.95% 0.64% -48.91% 5.31% 2.45 -5.04% 2545 47.50% EVK Ever-Glory International Group, Inc. Consumer Goods Textile - Apparel Clothing USA 24.96 2.73 0.12 0.47 1.95 0.00% 8.12% 33.41% 0.08% 0.81 8.52% 19.27% 19.13% 0.47 21.80% 5.33% 4.24% -15.50% -11.05% 1.69 0.00% 2450 44.42% NIHD NII Holdings Inc. Technology Wireless Communications USA 1978.56 17.72 0.29 0.59 0.85 0.00% -7.23% 23.16% 12.51% 5.41 1.20% 3.30% 1.47% 1.41 60.53% 12.15% 1.68% -73.18% -45.92% 10.92 -5.21% 3002648 41.90% LMLP LML Payment Systems Inc. Services Business Services Canada 53.35 4.72 1.08 1.1 1.97 4.06 0.00% 0.00% 53.92% 0.68% 1.25 21.17% 28.41% 27.95% 0 51.58% 38.63% 23.64% -31.27% -18.88% 1.84 -2.65% 79293 35.77% NM Navios Maritime Holdings Inc. Services Shipping Greece 340.1 8.97 0.49 0.32 1.99 7.23% 59.90% -0.51% 27.40% 0.50% 1.25 1.25% 3.85% 1.43% 1.4 43.34% 17.02% 6.00% -33.47% -5.68% 3.25 -2.11% 290713 34.73% CDII China Direct Industries, Inc. Services Business Services USA 18.24 2.71 0.1 0.22 1.03 0.00% 0.72% 1.77 4.64% 9.22% 7.94% 0.04 10.36% 3.02% 2.89% -64.49% -50.00% 0.39 2.61% 23174 30.20% TCCO Technical Communications Corp. Technology Communication Equipment USA 14.09 5.31 1.02 1.03 1.23 4.22 5.19% 27.07% -0.09% 25.44% 0.12% 0.19 19.09% 20.65% 20.65% 0 80.10% 30.63% 19.55% -5.64% 2.26% 7.7 0.00% 2480 30.03% SANM Sanmina-SCI Corp. Technology Printed Circuit Boards USA 579.47 16.93 0.09 0.73 1.25 16.68% -2.89% 3.57% 4.66 1.10% 4.54% 1.70% 1.34 7.59% 2.53% 0.55% -30.63% -23.63% 6.78 -4.64% 331010 28.11% MSN Emerson Radio Corp. Consumer Goods Electronic Equipment USA 55.62 5.12 0.31 0.85 1.32 3.17 0.00% 33.84% -3.00% 0.16% 1.2 14.24% 19.20% 18.07% 0 12.29% 8.66% 6.14% -9.29% 28.93% 1.99 -2.93% 2300 27.94% PCS MetroPCS Communications, Inc. Technology Wireless Communications USA 2296.06 10.16 0.53 0.78 1.38 90.29 0.00% -14.00% 31.41% 1.90% 1.12 2.82% 9.10% 3.16% 1.63 42.46% 14.33% 5.29% -64.74% -26.27% 6.19 -3.28% 4105123 27.04% SLT Sterlite Industries (India) Ltd. Basic Materials Copper India 5604.8 6.06 0.81 0.72 1.38 5.44 2.43% 13.57% 15.20% 19.50% 2.28% 6.2 10.48% 12.89% 15.27% 0.35 24.57% 21.38% 19.49% -55.41% -3.75% 6.55 -1.80% 830765 26.40% CLD Cloud Peak Energy Inc. Basic Materials Industrial Metals Minerals USA 944.9 4.95 0.6 1.21 1.61 5.95 -8.81% 8.86% 4.32 8.72% 28.28% 10.54% 1.13 25.30% 15.65% 11.97% -25.40% -19.88% 15.12 -2.33% 1502863 26.08% LCC US Airways Group, Inc. Services Major Airlines USA 2146 10.58 0.16 10.75 0.98 0.00% -33.47% 2.47% 11.91% 2.34 2.74% 275.29% 4.74% 22.19 32.68% 3.92% 1.75% 46.24% 160.75% 12.64 -4.39% 11895447 24.50% JBLU JetBlue Airways Corporation Services Regional Airlines USA 1481.4 14.94 0.32 0.82 1.21 17.03 0.00% -2.61% 13.76% 14.74% 6.51 1.62% 6.50% 2.01% 1.67 21.26% 7.80% 2.41% -10.29% 0.58% 5.15 -1.53% 7628822 24.38% LXK Lexmark International Inc. Technology Computer Based Systems USA 1779.21 6.41 0.43 1.23 1.87 8.4 4.80% 12.00% 4.73% -3.96% 9.90% 6.42 8.04% 20.23% 11.63% 0.45 38.07% 10.14% 7.22% -9.65% -22.98% 24.98 -0.12% 1512450 23.58% ASYS Amtech Systems Inc. Technology Semiconductor Equipment Materials USA 42.85 10.51 0.24 0.39 0.88 0.00% 45.85% 43.57% 13.12% 9.57 1.33% 4.10% 2.25% 0 32.36% 5.38% 1.39% -78.57% -46.89% 4.71 4.20% 167004 22.42% TA TravelCenters of America LLC Services Specialty Retail, Other USA 133.49 3.71 0.02 0.44 1.41 0.00% -24.90% 10.52% 0.73% 0.68 2.67% 9.61% 3.85% 0.33 12.84% 0.43% 0.32% -11.62% 9.18% 4.29 -7.54% 89306 21.50% RUSHB Rush Enterprises, Inc. Services Auto Dealerships USA 330.48 8.72 0.2 1.12 0.74 0.00% -2.50% 6.26% 0.13% 1.59 6.20% 20.34% 12.63% 1.65 15.27% 4.28% 2.26% -17.12% -20.00% 13.24 -2.65% 2883 21.40% XIDE Exide Technologies Industrial Goods Industrial Electrical Equipment USA 181.61 4.22 0.06 0.43 1.77 0.00% 45.16% 0.48% 8.09% 10.76 2.18% 11.29% 3.16% 1.82 16.37% 1.27% 1.46% -76.11% -11.79% 2.29 -1.29% 730819 21.17% PZE Petrobras Argentina SA Basic Materials Major Integrated Oil Gas Argentina 865.23 4.53 0.27 0.37 1.82 9.54 5.19% 0.00% 68.33% 6.27% 0.52% 1.5 3.85% 8.36% 5.20% 0.38 22.78% 5.50% 5.97% -57.99% -32.09% 8.55 -0.23% 66459 20.37% AEY ADDvantage Technologies Group Inc. Services Electronics Wholesale USA 21.91 9.77 0.58 0.59 1.79 6 0.00% -8.68% -6.24% 0.11% 0.62 4.33% 6.37% 4.79% 0.32 30.14% 11.72% 5.92% -13.65% 2.38% 2.16 0.47% 2612 20.21% TNAV TeleNav, Inc. Technology Scientific Technical Instruments USA 249.35 7.71 1.14 1.19 1.19 19.18 0.00% 64.85% 5.32% 14.17 12.90% 17.98% 17.25% 0 79.19% 22.80% 15.96% -63.11% -23.05% 5.99 -0.33% 70939 20.00% KRSL Kreisler Manufacturing Corp. Industrial Goods Aerospace/Defense Products Services USA 9.35 8.33 0.34 0.6 1.51 0.00% 38.69% 18.55% 0.01% 0.13 6.05% 7.58% 7.29% 0.01 17.43% 6.71% 4.14% 3.09% 33.33% 5 0.00% 0 19.74% GT Goodyear Tire Rubber Co. Consumer Goods Rubber Plastics USA 2557.22 13.75 0.11 2.97 1.23 0.00% -14.83% 3.96% 6.87% 2.46 1.71% 34.96% 2.76% 6.52 17.18% 2.13% 1.31% -38.09% -26.25% 9.87 -5.55% 8353739 19.36% WCG WellCare Health Plans, Inc. Healthcare Health Care Plans USA 2433.29 8.33 0.38 2.06 1.68 15.41 0.00% 15.37% 10.93% 3.14% 1.67 11.91% 28.85% 0.12 7.20% 4.58% 13.37% 7.56% 53.85 -4.64% 692800 18.95% UAL United Continental Holdings, Inc. Services Major Airlines USA 8357.95 48.4 0.18 5.54 1.15 13.29 0.00% -59.09% 13.92% 10.93% 6.07 1.00% 22.74% 1.50% 8.24 13.75% 3.39% 0.86% 7.98% 33.39% 24.36 -3.22% 5924692 18.83% DELL Dell Inc. Technology Personal Computers USA 21726.08 7.05 0.35 2.32 1.58 5.12 10.63% 1.57% 4.38% 3.77 7.66% 35.90% 14.42% 0.96 21.87% 6.58% 5.18% -20.96% -15.72% 12.07 -2.11% 17770808 18.80% TSYS TeleCommunication Systems Inc. Technology Communication Equipment USA 85.41 18.5 0.2 0.34 1.67 19.43% 27.77% 5.43% 6.01 0.96% 1.88% 1.19% 0.56 34.25% 3.72% 1.05% -68.84% -37.02% 1.43 -3.38% 332729 18.60% ACSEF ACS Motion Control Ltd Industrial Goods Industrial Electrical Equipment Israel 4.76 4.83 0.39 0.37 0.84 -40.45% 0.06% 0.92 6.84% 8.10% 7.98% 0 48.90% 7.21% 8.08% -12.12% -12.12% 1.45 0.00% 0 18.49% HUM Humana Inc. Healthcare Health Care Plans USA 12465.32 9.45 0.33 1.51 1.08 3.91 1.36% 12.14% 23.85% 11.45% 1.12% 1.07 7.14% 17.49% 11.93% 0.23 20.44% 5.91% 3.57% -3.27% -12.56% 75.9 -0.64% 2059063 17.91% SPWR SunPower Corporation Technology Semiconductor - Specialized USA 429.56 7.71 0.39 0.44 1.89 0.00% -13.40% 185.92% 8.25% 3.24 3.72% 6.76% 5.03% 0.44 20.80% 6.98% 4.90% -76.17% -19.58% 4.74 -5.39% 1075728 17.90% GSOL Global Sources Ltd. Technology Internet Information Providers Bermuda 178.4 6.33 0.79 1.37 1.82 9.06% 7.54% 1.86% 4.93 12.14% 26.32% 25.19% 0 51.70% 14.09% 13.54% -51.21% 8.25% 5.18 -1.33% 71143 17.84% OMX OfficeMax Incorporated Services Specialty Retail, Other USA 421.6 16.23 0.06 0.72 0.84 6.11 0.00% -21.81% -4.50% 19.71% 9.24 0.79% 4.56% 1.05% 2.95 25.49% 1.06% 0.45% -37.96% 7.27% 4.45 -8.62% 1800886 17.67% KLIC Kulicke Soffa Industries Inc. Technology Semiconductor Equipment Materials USA 778.9 8.03 1.05 1.55 1.83 5.18 0.00% 13.62% 16.91% 4.07% 3.92 13.79% 21.87% 18.29% 0.22 45.71% 18.48% 13.19% -9.78% 13.73% 9.94 -5.51% 894504 17.60% DSX Diana Shipping Inc. Services Shipping Greece 634.63 5.79 2.47 0.52 1.52 9.98% 17.21% 1.84% 2.15 6.74% 9.19% 7.00% 0.29 74.20% 43.19% 41.86% -31.92% 2.94% 7.7 0.00% 659535 17.49% VSH Vishay Intertechnology Inc. Technology Semiconductor - Broad Line USA 1669.57 8.92 0.68 1 1.81 12.45 0.00% 14.25% 0.10% 4.45% 3.27 6.47% 12.00% 7.67% 0.23 26.34% 11.27% 8.14% -31.08% 18.13% 10.2 -3.95% 2510819 16.57% MNTA Momenta Pharmaceuticals Inc. Healthcare Biotechnology USA 710.46 5.94 3.1 1.77 1.86 0.00% 77.65% 15.18% 17 32.10% 35.45% 33.78% 0 51.28% 51.66% -28.70% -20.70% 13.81 0.15% 669225 16.54% GM General Motors Company Consumer Goods Auto Manufacturers - Major USA 34762.09 6.45 0.23 0.89 1.08 16.74 0.00% 0.00% 8.22% 6.49 3.89% 20.21% 6.19% 0.36 12.75% 3.76% 3.79% -26.56% 9.52% 22.01 -0.86% 29508880 16.35% IGTE iGATE Corporation Technology Information Technology Services USA 937.51 43.13 0.97 1.81 1.97 11.78 0.00% 61.44% 35.54% 5.42% 6.02 5.90% 10.46% 7.59% 1.61 38.36% 15.21% 7.31% -8.69% 4.20% 15.89 -3.05% 320888 15.68% PLAB Photronics Inc. Technology Semiconductor - Integrated Circuits USA 362.28 12.24 0.74 0.64 1.89 14.81 -15.89% 2.40% 12.77% 16.26 4.23% 6.32% 5.09% 0.32 25.52% 11.28% 7.39% -38.90% -1.32% 5.69 -5.17% 221104 15.24% CNH CNH Global NV Industrial Goods Farm Construction Machinery Netherlands 9166.89 8.71 0.46 1.09 1.69 25.93% 8.10% 4.39% 2.36 2.79% 13.15% 4.65% 2.06 19.39% 6.56% 4.68% -5.18% 6.25% 38.23 -0.03% 524225 14.26% ODP Office Depot, Inc. Services Specialty Retail, Other USA 610.21 5.97 0.05 0.51 1.25 16.53 0.00% -34.25% -5.21% 8.97% 5.71 3.49% 13.19% 6.65% 0.57 30.13% 0.71% 1.32% -46.91% 0.00% 2.05 -4.65% 3370049 14.20% HIHO Highway Holdings Ltd. Industrial Goods Metal Fabrication Hong Kong 5.67 6.52 0.21 0.48 0.8 26.67% 105.75% 3.80% 0.20% 0.37 4.67% 7.37% 7.07% 0.04 20.35% 2.93% 3.23% -47.00% -28.57% 1.53 2.00% 436 13.95% ASFI Asta Funding Inc. Services Business Services USA 128.25 12.51 2.98 0.72 1.46 0.91% 11.22% -25.69% -15.80% 0.65% 3.23 4.22% 6.03% 4.25% 0.38 93.37% 40.76% 24.38% 18.38% 10.05% 8.87 1.26% 19442 13.68% ORBK Orbotech Ltd. Technology Diversified Electronics Israel 438.92 8.41 0.78 0.89 1.48 10.14 0.00% -9.06% 6.33% 0.35% 1.1 6.66% 10.99% 8.45% 0.2 40.53% 10.62% 8.11% -21.96% 1.10% 9.82 -2.68% 52779 13.62% GRVY Gravity Co., Ltd Technology Multimedia Graphics Software South Korea 53.93 8.08 1.08 0.67 1.02 0.00% -0.39% 0.32% 0.17 6.19% 8.57% 7.07% 0 58.58% 14.32% 12.09% 10.86% 33.79% 1.95 0.52% 71711 13.26% HA Hawaiian Holdings Inc. Services Regional Airlines USA 295.18 115.6 0.17 1.27 0.79 0.00% 12.87% 13.20% 7.55% 7.18 0.26% 1.43% 0.41% 2.32 8.77% 2.22% 0.22% 7.04% -0.34% 5.64 -2.42% 446962 13.06% ARII American Railcar Industries, Inc. Services Railroads USA 451.55 20.94 0.73 1.4 1.65 -34.39% -4.27% 1.97% 4 3.15% 6.93% 3.54% 0.85 13.51% 9.49% 3.52% -4.86% -11.62% 21.11 -0.19% 143486 13.00% PHMD PhotoMedex, Inc Healthcare Medical Appliances Equipment USA 34.82 9.74 0.2 2 1.48 1.61 0.00% 38.15% 3.02% 2.8 6.88% 10.47% 8.70% 0.04 80.97% 2.54% 4.06% 31.90% -2.56% 11.89 -5.41% 333855 12.70% CMTL Comtech Telecommunications Corp. Technology Communication Equipment USA 549.01 17.72 1.13 1.15 1.37 16.92 3.81% 54.02% 5.25% 9.36% 10.31% 10.78 5.05% 7.62% 5.58% 0.41 43.11% 14.23% 9.21% 9.31% 2.74% 28.95 0.24% 217620 12.59% MNDO MIND C.T.I., Ltd. Technology Information Technology Services Israel 31.35 7.26 1.66 1.58 1.69 14.37% 40.16% -1.17% 0.12% 0.33 14.19% 18.26% 16.80% 0 66.35% 20.81% 22.69% -43.58% 0.00% 1.65 -1.20% 42353 12.54% MITSY Mitsui Co. Ltd. Conglomerates Conglomerates Japan 25827.21 6.34 0.47 0.93 1.51 10.89 16.95% 3.99% 3.23% 0.02% 5.89 1.66% 15.16% 2.48% 1.5 15.87% 5.73% 3.15% -15.59% -8.53% 274.35 -3.09% 1871 12.19%

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