|
103 | 103 | # grouped parameters |
104 | 104 |
|
105 | 105 | Code |
106 | | - print(out, groups = list(Engine = c("cyl6", "cyl8", "vs", "hp"), Interactions = c( |
107 | | - "gear4:vs", "gear5:vs"), Controls = c(2, 3, 7))) |
| 106 | + print(out, groups = list(Engine = c(5, 6, 4, 1), Interactions = c(8, 9), |
| 107 | + Controls = c(2, 3, 7))) |
108 | 108 | Output |
109 | | - Parameter | Coefficient | SE | 95% CI | t(22) | p |
110 | | - ----------------------------------------------------------------------- |
111 | | - Engine | | | | | |
112 | | - cyl [6] | -2.47 | 2.21 | [ -7.05, 2.12] | -1.12 | 0.276 |
113 | | - cyl [8] | 1.97 | 5.11 | [ -8.63, 12.58] | 0.39 | 0.703 |
114 | | - vs | 3.18 | 3.79 | [ -4.68, 11.04] | 0.84 | 0.410 |
115 | | - hp | -0.06 | 0.02 | [ -0.11, -0.02] | -2.91 | 0.008 |
116 | | - Interactions | | | | | |
117 | | - gear [4] * vs | -2.90 | 4.67 | [-12.57, 6.78] | -0.62 | 0.541 |
118 | | - gear [5] * vs | 2.59 | 4.54 | [ -6.82, 12.00] | 0.57 | 0.574 |
119 | | - Controls | | | | | |
120 | | - gear [4] | 3.10 | 4.34 | [ -5.90, 12.10] | 0.71 | 0.482 |
121 | | - gear [5] | 4.80 | 3.48 | [ -2.42, 12.01] | 1.38 | 0.182 |
122 | | - drat | 2.70 | 2.03 | [ -1.52, 6.91] | 1.33 | 0.198 |
| 109 | + Parameter | Coefficient | SE | 95% CI | t(22) | p |
| 110 | + ---------------------------------------------------------------------- |
| 111 | + Engine | | | | | |
| 112 | + cyl [6] | -2.47 | 2.21 | [ -7.05, 2.12] | -1.12 | 0.276 |
| 113 | + cyl [8] | 1.97 | 5.11 | [ -8.63, 12.58] | 0.39 | 0.703 |
| 114 | + vs | 3.18 | 3.79 | [ -4.68, 11.04] | 0.84 | 0.410 |
| 115 | + hp | -0.06 | 0.02 | [ -0.11, -0.02] | -2.91 | 0.008 |
| 116 | + Interactions | | | | | |
| 117 | + gear [4] * vs | -2.90 | 4.67 | [-12.57, 6.78] | -0.62 | 0.541 |
| 118 | + gear [5] * vs | 2.59 | 4.54 | [ -6.82, 12.00] | 0.57 | 0.574 |
| 119 | + Controls | | | | | |
| 120 | + gear [4] | 3.10 | 4.34 | [ -5.90, 12.10] | 0.71 | 0.482 |
| 121 | + gear [5] | 4.80 | 3.48 | [ -2.42, 12.01] | 1.38 | 0.182 |
| 122 | + drat | 2.70 | 2.03 | [ -1.52, 6.91] | 1.33 | 0.198 |
123 | 123 | Message |
124 | 124 | |
125 | 125 | Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed |
|
128 | 128 | --- |
129 | 129 |
|
130 | 130 | Code |
131 | | - print(out, sep = " ", groups = list(Engine = c("cyl6", "cyl8", "vs", "hp"), |
132 | | - Interactions = c("gear4:vs", "gear5:vs"), Controls = c(2, 3, 7))) |
| 131 | + print(out, groups = list(Engine = c("cyl [6]", "cyl [8]", "vs", "hp"), |
| 132 | + Interactions = c("gear [4] * vs", "gear [5] * vs"), Controls = c(2, 3, 7))) |
133 | 133 | Output |
134 | | - Parameter Coefficient SE 95% CI t(22) p |
135 | | - ------------------------------------------------------------------ |
136 | | - Engine |
137 | | - cyl [6] -2.47 2.21 [ -7.05, 2.12] -1.12 0.276 |
138 | | - cyl [8] 1.97 5.11 [ -8.63, 12.58] 0.39 0.703 |
139 | | - vs 3.18 3.79 [ -4.68, 11.04] 0.84 0.410 |
140 | | - hp -0.06 0.02 [ -0.11, -0.02] -2.91 0.008 |
141 | | - Interactions |
142 | | - gear [4] * vs -2.90 4.67 [-12.57, 6.78] -0.62 0.541 |
143 | | - gear [5] * vs 2.59 4.54 [ -6.82, 12.00] 0.57 0.574 |
144 | | - Controls |
145 | | - gear [4] 3.10 4.34 [ -5.90, 12.10] 0.71 0.482 |
146 | | - gear [5] 4.80 3.48 [ -2.42, 12.01] 1.38 0.182 |
147 | | - drat 2.70 2.03 [ -1.52, 6.91] 1.33 0.198 |
| 134 | + Parameter | Coefficient | SE | 95% CI | t(22) | p |
| 135 | + ---------------------------------------------------------------------- |
| 136 | + Engine | | | | | |
| 137 | + cyl [6] | -2.47 | 2.21 | [ -7.05, 2.12] | -1.12 | 0.276 |
| 138 | + cyl [8] | 1.97 | 5.11 | [ -8.63, 12.58] | 0.39 | 0.703 |
| 139 | + vs | 3.18 | 3.79 | [ -4.68, 11.04] | 0.84 | 0.410 |
| 140 | + hp | -0.06 | 0.02 | [ -0.11, -0.02] | -2.91 | 0.008 |
| 141 | + Interactions | | | | | |
| 142 | + gear [4] * vs | -2.90 | 4.67 | [-12.57, 6.78] | -0.62 | 0.541 |
| 143 | + gear [5] * vs | 2.59 | 4.54 | [ -6.82, 12.00] | 0.57 | 0.574 |
| 144 | + Controls | | | | | |
| 145 | + gear [4] | 3.10 | 4.34 | [ -5.90, 12.10] | 0.71 | 0.482 |
| 146 | + gear [5] | 4.80 | 3.48 | [ -2.42, 12.01] | 1.38 | 0.182 |
| 147 | + drat | 2.70 | 2.03 | [ -1.52, 6.91] | 1.33 | 0.198 |
| 148 | + Message |
| 149 | + |
| 150 | + Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed |
| 151 | + using a Wald t-distribution approximation. |
| 152 | + |
| 153 | +--- |
| 154 | + |
| 155 | + Code |
| 156 | + print(out, sep = " ", groups = list(Engine = c(5, 6, 4, 1), Interactions = c(8, |
| 157 | + 9), Controls = c(2, 3, 7))) |
| 158 | + Output |
| 159 | + Parameter Coefficient SE 95% CI t(22) p |
| 160 | + ----------------------------------------------------------------- |
| 161 | + Engine |
| 162 | + cyl [6] -2.47 2.21 [ -7.05, 2.12] -1.12 0.276 |
| 163 | + cyl [8] 1.97 5.11 [ -8.63, 12.58] 0.39 0.703 |
| 164 | + vs 3.18 3.79 [ -4.68, 11.04] 0.84 0.410 |
| 165 | + hp -0.06 0.02 [ -0.11, -0.02] -2.91 0.008 |
| 166 | + Interactions |
| 167 | + gear [4] * vs -2.90 4.67 [-12.57, 6.78] -0.62 0.541 |
| 168 | + gear [5] * vs 2.59 4.54 [ -6.82, 12.00] 0.57 0.574 |
| 169 | + Controls |
| 170 | + gear [4] 3.10 4.34 [ -5.90, 12.10] 0.71 0.482 |
| 171 | + gear [5] 4.80 3.48 [ -2.42, 12.01] 1.38 0.182 |
| 172 | + drat 2.70 2.03 [ -1.52, 6.91] 1.33 0.198 |
148 | 173 | Message |
149 | 174 | |
150 | 175 | Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed |
|
233 | 258 | # select pattern |
234 | 259 |
|
235 | 260 | Code |
236 | | - print(out, groups = list(Engine = c("cyl6", "cyl8", "vs", "hp"), Interactions = c( |
237 | | - "gear4:vs", "gear5:vs"), Controls = c(2, 3, 7))) |
| 261 | + print(out, groups = list(Engine = c(5, 6, 4, 1), Interactions = c(8, 9), |
| 262 | + Controls = c(2, 3, 7))) |
238 | 263 | Output |
239 | | - Parameter | Coefficient | SE | 95% CI | t(22) | p |
240 | | - ----------------------------------------------------------------------- |
241 | | - Engine | | | | | |
242 | | - cyl [6] | -2.47 | 2.21 | [ -7.05, 2.12] | -1.12 | 0.276 |
243 | | - cyl [8] | 1.97 | 5.11 | [ -8.63, 12.58] | 0.39 | 0.703 |
244 | | - vs | 3.18 | 3.79 | [ -4.68, 11.04] | 0.84 | 0.410 |
245 | | - hp | -0.06 | 0.02 | [ -0.11, -0.02] | -2.91 | 0.008 |
246 | | - Interactions | | | | | |
247 | | - gear [4] * vs | -2.90 | 4.67 | [-12.57, 6.78] | -0.62 | 0.541 |
248 | | - gear [5] * vs | 2.59 | 4.54 | [ -6.82, 12.00] | 0.57 | 0.574 |
249 | | - Controls | | | | | |
250 | | - gear [4] | 3.10 | 4.34 | [ -5.90, 12.10] | 0.71 | 0.482 |
251 | | - gear [5] | 4.80 | 3.48 | [ -2.42, 12.01] | 1.38 | 0.182 |
252 | | - drat | 2.70 | 2.03 | [ -1.52, 6.91] | 1.33 | 0.198 |
| 264 | + Parameter | Coefficient | SE | 95% CI | t(22) | p |
| 265 | + ---------------------------------------------------------------------- |
| 266 | + Engine | | | | | |
| 267 | + cyl [6] | -2.47 | 2.21 | [ -7.05, 2.12] | -1.12 | 0.276 |
| 268 | + cyl [8] | 1.97 | 5.11 | [ -8.63, 12.58] | 0.39 | 0.703 |
| 269 | + vs | 3.18 | 3.79 | [ -4.68, 11.04] | 0.84 | 0.410 |
| 270 | + hp | -0.06 | 0.02 | [ -0.11, -0.02] | -2.91 | 0.008 |
| 271 | + Interactions | | | | | |
| 272 | + gear [4] * vs | -2.90 | 4.67 | [-12.57, 6.78] | -0.62 | 0.541 |
| 273 | + gear [5] * vs | 2.59 | 4.54 | [ -6.82, 12.00] | 0.57 | 0.574 |
| 274 | + Controls | | | | | |
| 275 | + gear [4] | 3.10 | 4.34 | [ -5.90, 12.10] | 0.71 | 0.482 |
| 276 | + gear [5] | 4.80 | 3.48 | [ -2.42, 12.01] | 1.38 | 0.182 |
| 277 | + drat | 2.70 | 2.03 | [ -1.52, 6.91] | 1.33 | 0.198 |
253 | 278 | Message |
254 | 279 | |
255 | 280 | Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed |
|
260 | 285 | Code |
261 | 286 | print(out, select = "{coef} ({se})") |
262 | 287 | Output |
263 | | - Parameter | Estimate (SE) |
264 | | - ----------------------------- |
265 | | - hp | -0.06 (0.02) |
266 | | - gear [4] | 3.10 (4.34) |
267 | | - gear [5] | 4.80 (3.48) |
268 | | - vs | 3.18 (3.79) |
269 | | - cyl [6] | -2.47 (2.21) |
270 | | - cyl [8] | 1.97 (5.11) |
271 | | - drat | 2.70 (2.03) |
272 | | - gear [4] * vs | -2.90 (4.67) |
273 | | - gear [5] * vs | 2.59 (4.54) |
| 288 | + Parameter | Coefficient (SE) |
| 289 | + -------------------------------- |
| 290 | + hp | -0.06 (0.02) |
| 291 | + gear [4] | 3.10 (4.34) |
| 292 | + gear [5] | 4.80 (3.48) |
| 293 | + vs | 3.18 (3.79) |
| 294 | + cyl [6] | -2.47 (2.21) |
| 295 | + cyl [8] | 1.97 (5.11) |
| 296 | + drat | 2.70 (2.03) |
| 297 | + gear [4] * vs | -2.90 (4.67) |
| 298 | + gear [5] * vs | 2.59 (4.54) |
274 | 299 | Message |
275 | 300 | |
276 | 301 | Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed |
|
281 | 306 | Code |
282 | 307 | print(out, select = "{coef}{stars}|[{ci}]") |
283 | 308 | Output |
284 | | - Parameter | Estimate | [ci] |
285 | | - ------------------------------------------ |
286 | | - hp | -0.06** | [ -0.11, -0.02] |
287 | | - gear [4] | 3.10 | [ -5.90, 12.10] |
288 | | - gear [5] | 4.80 | [ -2.42, 12.01] |
289 | | - vs | 3.18 | [ -4.68, 11.04] |
290 | | - cyl [6] | -2.47 | [ -7.05, 2.12] |
291 | | - cyl [8] | 1.97 | [ -8.63, 12.58] |
292 | | - drat | 2.70 | [ -1.52, 6.91] |
293 | | - gear [4] * vs | -2.90 | [-12.57, 6.78] |
294 | | - gear [5] * vs | 2.59 | [ -6.82, 12.00] |
| 309 | + Parameter | Coefficient | [CI] |
| 310 | + --------------------------------------------- |
| 311 | + hp | -0.06** | [ -0.11, -0.02] |
| 312 | + gear [4] | 3.10 | [ -5.90, 12.10] |
| 313 | + gear [5] | 4.80 | [ -2.42, 12.01] |
| 314 | + vs | 3.18 | [ -4.68, 11.04] |
| 315 | + cyl [6] | -2.47 | [ -7.05, 2.12] |
| 316 | + cyl [8] | 1.97 | [ -8.63, 12.58] |
| 317 | + drat | 2.70 | [ -1.52, 6.91] |
| 318 | + gear [4] * vs | -2.90 | [-12.57, 6.78] |
| 319 | + gear [5] * vs | 2.59 | [ -6.82, 12.00] |
295 | 320 | Message |
296 | 321 | |
297 | 322 | Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed |
|
300 | 325 | --- |
301 | 326 |
|
302 | 327 | Code |
303 | | - print(out, groups = list(Engine = c("cyl6", "cyl8", "vs", "hp"), Interactions = c( |
304 | | - "gear4:vs", "gear5:vs"), Controls = c(2, 3, 7)), select = "{coef}{stars}|[{ci}]") |
| 328 | + print(out, groups = list(Engine = c(5, 6, 4, 1), Interactions = c(8, 9), |
| 329 | + Controls = c(2, 3, 7)), select = "{coef}{stars}|[{ci}]") |
305 | 330 | Output |
306 | | - Parameter | Estimate | [ci] |
307 | | - --------------------------------------------- |
308 | | - Engine | | |
309 | | - cyl [6] | -2.47 | [ -7.05, 2.12] |
310 | | - cyl [8] | 1.97 | [ -8.63, 12.58] |
311 | | - vs | 3.18 | [ -4.68, 11.04] |
312 | | - hp | -0.06** | [ -0.11, -0.02] |
313 | | - Interactions | | |
314 | | - gear [4] * vs | -2.90 | [-12.57, 6.78] |
315 | | - gear [5] * vs | 2.59 | [ -6.82, 12.00] |
316 | | - Controls | | |
317 | | - gear [4] | 3.10 | [ -5.90, 12.10] |
318 | | - gear [5] | 4.80 | [ -2.42, 12.01] |
319 | | - drat | 2.70 | [ -1.52, 6.91] |
| 331 | + Parameter | Coefficient | [CI] |
| 332 | + ----------------------------------------------- |
| 333 | + Engine | | |
| 334 | + cyl [6] | -2.47 | [ -7.05, 2.12] |
| 335 | + cyl [8] | 1.97 | [ -8.63, 12.58] |
| 336 | + vs | 3.18 | [ -4.68, 11.04] |
| 337 | + hp | -0.06** | [ -0.11, -0.02] |
| 338 | + Interactions | | |
| 339 | + gear [4] * vs | -2.90 | [-12.57, 6.78] |
| 340 | + gear [5] * vs | 2.59 | [ -6.82, 12.00] |
| 341 | + Controls | | |
| 342 | + gear [4] | 3.10 | [ -5.90, 12.10] |
| 343 | + gear [5] | 4.80 | [ -2.42, 12.01] |
| 344 | + drat | 2.70 | [ -1.52, 6.91] |
320 | 345 | Message |
321 | 346 | |
322 | 347 | Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed |
|
325 | 350 | --- |
326 | 351 |
|
327 | 352 | Code |
328 | | - print(out, sep = " ", groups = list(Engine = c("cyl6", "cyl8", "vs", "hp"), |
329 | | - Interactions = c("gear4:vs", "gear5:vs"), Controls = c(2, 3, 7)), select = "{coef}{stars}|[{ci}]") |
| 353 | + print(out, sep = " ", groups = list(Engine = c(5, 6, 4, 1), Interactions = c(8, |
| 354 | + 9), Controls = c(2, 3, 7)), select = "{coef}{stars}|[{ci}]") |
330 | 355 | Output |
331 | | - Parameter Estimate [ci] |
332 | | - ------------------------------------------- |
333 | | - Engine |
334 | | - cyl [6] -2.47 [ -7.05, 2.12] |
335 | | - cyl [8] 1.97 [ -8.63, 12.58] |
336 | | - vs 3.18 [ -4.68, 11.04] |
337 | | - hp -0.06** [ -0.11, -0.02] |
338 | | - Interactions |
339 | | - gear [4] * vs -2.90 [-12.57, 6.78] |
340 | | - gear [5] * vs 2.59 [ -6.82, 12.00] |
341 | | - Controls |
342 | | - gear [4] 3.10 [ -5.90, 12.10] |
343 | | - gear [5] 4.80 [ -2.42, 12.01] |
344 | | - drat 2.70 [ -1.52, 6.91] |
| 356 | + Parameter Coefficient [CI] |
| 357 | + --------------------------------------------- |
| 358 | + Engine |
| 359 | + cyl [6] -2.47 [ -7.05, 2.12] |
| 360 | + cyl [8] 1.97 [ -8.63, 12.58] |
| 361 | + vs 3.18 [ -4.68, 11.04] |
| 362 | + hp -0.06** [ -0.11, -0.02] |
| 363 | + Interactions |
| 364 | + gear [4] * vs -2.90 [-12.57, 6.78] |
| 365 | + gear [5] * vs 2.59 [ -6.82, 12.00] |
| 366 | + Controls |
| 367 | + gear [4] 3.10 [ -5.90, 12.10] |
| 368 | + gear [5] 4.80 [ -2.42, 12.01] |
| 369 | + drat 2.70 [ -1.52, 6.91] |
345 | 370 | Message |
346 | 371 | |
347 | 372 | Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed |
|
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