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1、Good is good, but better carries it.精益求精，善益求善。何晓群第二版多元统计分析数据-第二章数据例2-1行业公司简称净资产收益率%总资产报酬率%资产负债率%总资产周转率流动资产周转率已获利息倍数销售增长率%资本积累率%电力、煤气及水的生产和供应业深能源16.8512.3542.320.371.787.1845.7354.54深南电2215.3046.510.761.7715.6748.1119.41富龙热力8.977.9830.560.170.5810.4317.809.44穗恒运10.258.9940.440.462.465.0611.061.09粤电力2
2、0.8120.0035.870.431.2534.8924.7712.67韶能股份8.867.5227.590.240.8420.59-3.5054.02惠天热电10.987.9449.300.360.6912.4316.883.52原水股份8.858.8836.200.130.418.53-11.492.44大连热电9.037.4146.890.280.796.8616.23-1.52龙电股份12.078.7016.810.280.6829.754.1163.06华银电力6.856.1241.930.240.654.3811.203.80房地行业长春经开9.8510.5031.230.340
3、.4017.1318.057.18兴业房产1.071.5266.910.210.241.53-31.931.08金丰投资19.447.0173.340.260.307.0271.2212.73新黄浦7.615.9239.640.160.174.2014.777.91浦东金桥4.243.9937.300.200.253.98-9.244.69外高桥1.6731.9249.050.030.051.06-21.740.24中华企业8.786.2857.420.170.193.5875.292.93渝开发0.22.2463.400.090.151.07-12.560.29辽房天8.123.9869.1
4、00.100.722.65-35.833.16粤宏远0.421.1637.420.090.151.5919.180.43ST中福5.176.6265.480.160.211.33-19.9123.74倍特高新0.722.7665.390.300.421.248.400.70三木集团5.994.5365.170.740.884.1475.360.87寰岛实业0.420.2024.030.020.03-8.18-71.330.42中关村9.324.4867.760.320.3716.42-29.424.09信息技术业中兴通讯18.7811.0969.150.931.084.7980.8023.27
5、长城电脑14.949.4845.531.141.859.5134.4735.93青鸟华光9.7888.7036.670.280.3913.1128.367.87清华同方15.919.0834.190.851.1915.6198.9295.66永鼎光缆9.48.6732.750.791.2513.4941.756.33宏图高科14.577.9665.860.760.943.9554.4515.71海星科技4.063.3536.490.480.604.64-16.281.69方正科技27.4816.6957.132.512.877.4063.2732.02复华实业5.584.1044.240.28
6、0.413.7712.922.30例2-2drugtimemesuredrugtimemesure113.4213.3123.3223.3133.3233.3113.4213.2123.4223.3133.3233.4113.3213.2123.4223.2133.4233.2113.4213.2123.4223.2133.4233.2113.3213.2123.4223.3133.3233.3113.3213.3123.3223.2133.3233.1习题2.4地区人均GDP三产比重人均消费人口增长文盲半文盲内蒙古506831.121418.2315,83广西407634.220409.01
7、13.32贵州234229.8155114.2628.98云南435531.1205912.125.48西藏371643.5155115.957.97宁夏427037.3194713.0825.56新疆622935.4274512.8111.44甘肃345632.8161210.0428.65青海436740.9204714.4842.92第三章数据例3-1X1职工标准工资收入X5单位得到的其他收入X2职工奖金收入X6其他收入X3职工津贴收入X7性别X4其他工资性收入X8就业身份X1X2X3X4X5X6X7X8540.000.00.00.00.06.00男国有1137.00125.0096.0
8、00.0109.00812.00女集体1236.00300.00270.000.0102.00318.00女国有1008.000.096.000.086.0246.00男集体1723.00419.00400.000.0122.00312.00男国有1080.00569.00147.00156.00210.00318.00男集体1326.000.0300.000.0148.00312.00女国有1110.00110.0096.000.080.00193.00女集体1012.0088.00298.000.079.00278.00女国有1209.00102.00179.0067.00198.0051
9、4.00男集体1101.00215.00201.0039.00146.00477.00男集体例3-3EnglishNorwegianDanishDutchGermanFrenchOneEneneeneinunTwoTototweezweideuxThreeTretredriedreitroisFourFirefireviervierquatreFiveFemfemvijffunfeinqSixSekssekszessechssixsevenSjusyvzevensiebcnseptEightAteotteachtachthuitNineNininegenneunneufTenTititienz
10、ehndixSpanishItalianPolishHungarianFinnishUnounojedenegyyksiDosduedwakettokaksiTrestretrzyharomkolmecuatroquattroczterynegyneuaCincocinquepiecotviisiSeixseiszeschatkuusiSietesettesiedemhetseitsemanOchoottoosiemnyolckahdeksaunuevenovedziewieckilencyhdeksanDiezdiecidziesiectizkymmenen例3-4X1食品支出（元/人）X5
11、交通和通讯支出（元/人）X2衣着支出（元/人）X6娱乐、教育和文化服务支出（元/人）X3家庭设备、用品及服务支出（元/人）X7居住支出（元/人）X4医疗保健支出（元/人）X8杂项商品和服务支出（元/人）X1X2X3X4X5X6X7X8辽宁1772.14568.25298.66352.20307.21490.83364.28202.50浙江2752.25569.95662.31541.06623.05917.23599.98354.39河南1386.76460.99312.97280.78246.24407.26547.19188.52甘肃1552.77517.16402.03272.44265
12、.29563.10302.27251.41青海1711.03458.57334.91307.24297.72495.34274.48306.45例3-5x1人均粮食支出（元/人）x5人均衣着支出（元/人）x2人均副食支出（元/人）x6人均日用杂品支出（元/人）x3人均烟、酒、饮料支出（元/人）x7人均水电燃料支出（元/人）x4人均其他副食支出（元/人）x8人均其他非商品支出（元/人）x1x2x3x4x5x6x7x8北京21.30124.8935.4373.9893.0120.5843.97433.73天津21.50122.3929.0851.6455.0411.3054.88288.13河北1
13、8.2590.2124.4532.4462.487.4547.50178.84山西21.8466.3818.0531.3274.488.1934.97177.45内蒙古21.3767.0820.2835.2781.0710.9439.46182.20辽宁22.74115.8828.2142.4458.079.6348.65194.85吉林20.2288.9418.5435.6365.728.8150.29186.52黑龙江21.3375.5014.0029.5669.298.2442.08165.90上海21.13168.6940.8170.1274.3215.4650.90422.74江苏1
14、8.61122.5127.0742.5063.4715.3836.14240.92浙江19.96142.2443.3350.74101.7712.9253.44394.55安徽19.61107.1332.8535.7761.347.5334.60142.23福建25.56171.6522.3040.5357.1312.6054.03225.08江西18.75104.6815.5535.6151.8011.1836.27142.72山东18.2788.3419.0743.1972.9812.5942.16200.18河南19.0773.1818.0129.3864.518.9138.14155.
15、45湖北18.76102.6721.8730.4764.3311.9942.14168.17湖南20.25104.4520.7238.1562.9812.6739.16213.56广东23.68173.3017.4343.5953.6616.8665.02385.94广西18.70131.3511.6932.0641.5410.8442.77178.51海南16.16139.9212.9823.5824.8710.7632.35144.21重庆18.18120.3926.1837.9468.1611.6438.48246.37四川18.53109.9521.4933.0450.9810.883
16、3.96183.85贵州18.3392.4325.3832.1956.3214.0038.57144.82云南22.3099.0833.3632.0152.067.0432.85190.04西藏29.67146.9064.5154.3686.1014.7732.19193.10陕西20.0370.7519.7534.9553.2910.5538.20189.41甘肃18.6872.7423.7238.6962.419.6535.26170.12青海20.3375.6420.8833.8653.8110.0632.82171.32宁夏19.7570.2418.6736.7161.7510.084
17、0.26165.22新疆21.0378.5514.3534.3364.989.8333.87161.67第四章数据例4-1：有割草机家庭：无割草机家庭（$1000）(1000)（$1000）(1000)20.09.225.09.828.58.417.610.421.610.821.68.620.510.414.410.229.011.828.08.836.79.616.48.8368.819.88.027.611.222.09.223.010.015.88.231.010.411.09.417.011.017.07.027.010.021.07.4例4-3x1人均食品支出（元/人）x5人均交通
18、和通信支出（元/人）x2人均衣着支出（元/人）x6人均文教娱乐用品及服务支出（元/人）x3人均住房支出（元/人）x7人均医疗保健支出（元/人）x4人均家庭设备及服务支出（元/人）x8其他商品及服务支出（元/人）序号地区x1x2x3x4x5x6x7x8Group1北京1735.95378.66854.35326.89615.49796.99504.2103.1812上海2683.89366.441319.76458.11747.54936.51561.72203.9713浙江2061.44318.86914.06260.45618.26722.95415.63121.3114天津1171.392
19、57.26614.29117.11327.58328.86179.1840.2925内蒙古1054.26150.01334.6984.41293.32309.4176.4443.6426辽宁1127.23221.02378.21100.42300.71376.93233.5367.927吉林1003.22168.21256.6681.92284.86261.09193.5756.4428黑龙江923.59184.11526.9973.77256.58277253.5249.0929江苏1569.27191.15512.47167.97363.76478.94198.5684.98210福建15
20、17.6186.7457.26154.42365.6356.54154.03100.47211江西1220.53124.52326.296.36229.59276.26154.6855.57212山东1087.65159.73445.71136.54294.37377.16188.4846.13213湖北1192.26125.01310.27110.04223.16271.86135.3762.23214湖南1433.01127.89307.28114.31218.96329.28168.1957.5215广西1186.7179.48379.6595.47214.07226.38123.394
21、4.45216海南1134.7566.3514692.28178198.79360217重庆1130.3595.96231.1595.78163.05249.71142.6533.48218四川1244.36116.35234.05102.13171.5225.16144.4536.18219河北888.37155.52398.9101.49221.96225.79134.7738.92320山西830.48202.35200.5668.93160.27279.54102.932.66321安徽999.79117.41344.86106.36196.72256.8133.6840.61322河
22、南858.97132.36317.9782.69159.73177.66123.4138.76323贵州819.8779.59235.561.6999.22160.9171.7923.82324云南975.7280.33225.7967.0399.81182.62122.3335.37325陕西812.93124.36211.7183.61163.17297.33165.8237.55326甘肃858.8992.33240.7474.09155.03257.88113.9626.65327青海893.32156.11329.3383.96208.43109.53152.3343.03328宁夏
23、922.54143.09345.9377.16178.47177.9198.8450.55329新疆803.82171.4333.1968.03183159.32169.2836.3831广东1789.42143.50530.30152.12411.64360.73203.85116.172西藏1185.23182.4584.2481.2479.2628.2044.4438.70例4-4x1工业增加值率（）x5工业成本费用利润率（）x2总资产贡献率（）x6全员劳动生产率（万元/人年）x3资产负债率（）x7产品销售率（）x4流动资产周转次数（次）样品序号地区x1x2x3x4x5x6x7Group
24、1北京26.914.5031.141.886.3917.9698.9912上海28.0011.7243.601.998.5727.5799.2013天津32.9013.9160.192.2010.7721.27101.9824河北30.3810.4464.012.315.9611.2898.6725山西37.489.3867.821.716.827.9397.8526内蒙古43.449.8264.322.087.9416.3498.2327辽宁28.767.4559.332.152.7814.1999.8628吉林29.488.4960.572.113.4512.2999.4529江苏24.3
25、411.2659.672.294.8915.9799.41210浙江24.8513.3757.412.925.2824.6299.72211安徽34.5411.2062.832.186.1511.7798.89212福建28.8711.8956.162.385.7415.3899.49213江西27.219.7469.382.014.008.8699.49214山东36.5915.8460.182.5510.8318.1799.06215河南31.9010.2265.622.065.348.8398.61216湖北33.279.1857.341.699.0513.6899.63217湖南37.
26、1312.7467.232.074.2412.7199.52218广西31.6410.8262.912.095.8810.4299.69219海南35.4411.7254.231.9710.9514.26101.30220重庆25.958.1558.921.583.718.3499.38221四川36.299.0864.341.567.3111.26101.24222贵州36.459.7066.391.525.779.5299.06223陕西41.0115.8761.881.7018.9512.2898.76224甘肃25.769.5459.322.303.559.0298.96225青海38
27、.7712.1668.561.3822.4417.0097.90226宁夏33.625.6260.941.463.379.0099.38227黑龙江50.1035.3554.502.4239.4919.8197.71328云南44.7620.0847.441.5013.4122.54100.13329新疆45.2123.8550.583.1527.1024.8399.9331广东26.5113.0353.212.396.7024.3498.712西藏55.734.6825.480.9711.806.3193.68例4-5x1人均粮食支出（元/人）x5人均衣着支出（元/人）x2人均副食支出（元/
28、人）x6人均日用杂品支出（元/人）x3人均烟、酒、饮料支出（元/人）x7人均水电燃料支出（元/人）x4人均其他副食支出（元/人）x8人均其他非商品支出（元/人）序号地区x1x2x3x4x5x6x7x8Group1北京21.3124.8935.4373.9893.0120.5843.97433.7312上海21.13168.6940.8170.1274.3215.4650.9422.7413浙江19.96142.2443.3350.74101.7712.9253.44394.5514天津21.5122.3929.0851.6455.0411.354.88288.1325河北18.2590.212
29、4.4532.4462.487.4547.5178.8426山西21.8466.3818.0531.3274.488.1934.97177.4527内蒙古21.3767.0820.2835.2781.0710.9439.46182.228辽宁22.74115.8828.2142.4458.079.6348.65194.8529吉林20.2288.9418.5435.6365.728.8150.29186.52210黑龙江21.3375.51429.5669.298.2442.08165.9211江苏18.61122.5127.0742.563.4715.3836.14240.92212安徽19
30、.61107.1332.8535.7761.347.5334.6142.23213福建25.56171.6522.340.5357.1312.654.03225.08214江西18.75104.6815.5535.6151.811.1836.27142.72215山东18.2788.3419.0743.1972.9712.5942.16200.18216河南19.0773.1818.0129.3864.518.9138.14155.45217湖北18.76102.6721.8730.4764.3311.9942.14168.17218湖南20.25104.4520.7238.1562.9812
31、.6739.16213.56219广西18.7131.3511.6932.0641.5410.8442.77178.51220海南16.16139.9212.9823.5824.8710.7632.35144.21221重庆18.18120.3926.1837.9468.1611.6438.48246.37222四川18.53109.9521.4933.0450.9810.8833.96183.85223贵州18.3392.4325.3832.1956.321438.57144.82224云南22.399.0833.3632.0152.067.0432.85190.04225陕西20.0370
32、.7519.7534.9553.2910.5538.2189.41226甘肃18.6872.7423.7238.6962.419.6535.26170.12227青海20.3375.6420.8833.8553.8110.0632.82171.32228宁夏19.7570.2418.6736.7161.7510.0840.26165.22229新疆21.0378.5514.3534.3364.989.8333.87161.6721广东23.68173.3017.4343.5953.6616.8665.02385.942西藏29.67146.9064.5154.3686.1014.7732.19
33、193.10习题4.6X1：0岁组死亡概率X2：1岁组死亡概率X3：10岁组死亡概率X4：55岁组死亡概率X5：80岁组死亡概率X6：平均预期寿命组别序号X1X2X3X4X5X6第一组1234534.167.441.1233.066.341.0836.269.241.0440.1713.451.4350.0623.032.837.8795.1969.306.7794.0869.708.9797.3068.8013.88101.2066.2023.74112.5263.30第二组1234533.246.241.1832.224.221.0641.1510.082.3253.0425.744.06
34、38.0311.206.0722.90160.0165.4020.70124.7068.7032.84172.0665.8534.87152.0363.5027.84146.3266.80第三组1234534.035.410.0732.113.020.0944.1215.121.0854.1725.032.1128.072.010.075.2090.1069.503.1485.1570.8015.15103.1264.8025.15110.1463.703.0281.2268.30待判样品123450.226.661.0834.647.331.1133.426.221.1244.0215.361.0722.54170.6065.207.7895.1669.3022.95160.3168.3016.45105.3064.20第五章数据例5-3100固定资产原值实现值（%）100元固定资产原值实现利税（%）100元资金实现利税（%）100元工业总产值实现利税（%）100元销售收入实现利税（%）每吨标准煤实现工业产值（元）每千瓦时电力实现工业产值（元）全员劳动