remix

> library(remix)
> remix(data = esoph)
cbind(ncases,ncontrols) ~ .
===========================

+-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|           | mean  | sd    | quantile 0% | quantile 25% | quantile 50% | quantile 75% | quantile 100% | n  | na  |
+===========+=======+=======+=============+==============+==============+==============+===============+====+=====+
| ncases    | 2.27  | 2.75  | 0           | 0            | 1            | 4            | 17            | 88 | 0   |
+-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
| ncontrols | 11.08 | 12.72 | 1           | 3            | 6            | 14           | 60            | 88 | 0   |
+-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+

cbind(agegp,alcgp,tobgp) ~ .
============================

+-------+-----------+----+------+
|                   | n  | p    |
+=======+===========+====+======+
| agegp | 25-34     | 15 | 0.17 |
+       +-----------+----+------+
|       | 35-44     | 15 | 0.17 |
+       +-----------+----+------+
|       | 45-54     | 16 | 0.18 |
+       +-----------+----+------+
|       | 55-64     | 16 | 0.18 |
+       +-----------+----+------+
|       | 65-74     | 15 | 0.17 |
+       +-----------+----+------+
|       | 75+       | 11 | 0.12 |
+-------+-----------+----+------+
| alcgp | 0-39g/day | 23 | 0.26 |
+       +-----------+----+------+
|       | 40-79     | 23 | 0.26 |
+       +-----------+----+------+
|       | 80-119    | 21 | 0.24 |
+       +-----------+----+------+
|       | 120+      | 21 | 0.24 |
+-------+-----------+----+------+
| tobgp | 0-9g/day  | 24 | 0.27 |
+       +-----------+----+------+
|       | 10-19     | 24 | 0.27 |
+       +-----------+----+------+
|       | 20-29     | 20 | 0.23 |
+       +-----------+----+------+
|       | 30+       | 20 | 0.23 |
+-------+-----------+----+------+
> remix(cbind(...) ~ tobgp, esoph)
cbind(ncases,ncontrols) ~ tobgp
===============================

+-------+----------+-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|                              | mean  | sd    | quantile 0% | quantile 25% | quantile 50% | quantile 75% | quantile 100% | n  | na  |
+=======+==========+===========+=======+=======+=============+==============+==============+==============+===============+====+=====+
| tobgp | 0-9g/day | ncases    | 3.25  | 4.02  | 0           | 0            | 2            | 5            | 17            | 24 | 0   |
+       +          +-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|       |          | ncontrols | 21.88 | 18.72 | 1           | 4            | 17           | 38.50        | 60            | 24 | 0   |
+       +----------+-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|       | 10-19    | ncases    | 2.42  | 2.34  | 0           | 0.75         | 1.50         | 4            | 8             | 24 | 0   |
+       +          +-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|       |          | ncontrols | 9.83  | 7.42  | 1           | 3            | 8.50         | 14.25        | 23            | 24 | 0   |
+       +----------+-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|       | 20-29    | ncases    | 1.65  | 1.66  | 0           | 0            | 1.50         | 2.25         | 5             | 20 | 0   |
+       +          +-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|       |          | ncontrols | 6.60  | 4.77  | 1           | 3            | 5.50         | 9.25         | 17            | 20 | 0   |
+       +----------+-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|       | 30+      | ncases    | 1.55  | 1.88  | 0           | 0            | 1            | 3.25         | 5             | 20 | 0   |
+       +          +-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+
|       |          | ncontrols | 4.10  | 2.43  | 1           | 2            | 4            | 6            | 8             | 20 | 0   |
+-------+----------+-----------+-------+-------+-------------+--------------+--------------+--------------+---------------+----+-----+

cbind(agegp,alcgp) ~ tobgp
==========================

+-------+-----------+------+----------+-------+-------+------+
|                          | tobgp                           |
+                          +----------+-------+-------+------+
|                          | 0-9g/day | 10-19 | 20-29 | 30+  |
+=======+===========+======+==========+=======+=======+======+
| agegp | 25-34     | n    | 4        | 4     | 3     | 4    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.05     | 0.05  | 0.03  | 0.05 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.27     | 0.27  | 0.20  | 0.27 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.17     | 0.17  | 0.15  | 0.20 |
+       +-----------+------+----------+-------+-------+------+
|       | 35-44     | n    | 4        | 4     | 4     | 3    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.05     | 0.05  | 0.05  | 0.03 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.27     | 0.27  | 0.27  | 0.20 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.17     | 0.17  | 0.20  | 0.15 |
+       +-----------+------+----------+-------+-------+------+
|       | 45-54     | n    | 4        | 4     | 4     | 4    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.05     | 0.05  | 0.05  | 0.05 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.25     | 0.25  | 0.25  | 0.25 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.17     | 0.17  | 0.20  | 0.20 |
+       +-----------+------+----------+-------+-------+------+
|       | 55-64     | n    | 4        | 4     | 4     | 4    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.05     | 0.05  | 0.05  | 0.05 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.25     | 0.25  | 0.25  | 0.25 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.17     | 0.17  | 0.20  | 0.20 |
+       +-----------+------+----------+-------+-------+------+
|       | 65-74     | n    | 4        | 4     | 4     | 3    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.05     | 0.05  | 0.05  | 0.03 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.27     | 0.27  | 0.27  | 0.20 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.17     | 0.17  | 0.20  | 0.15 |
+       +-----------+------+----------+-------+-------+------+
|       | 75+       | n    | 4        | 4     | 1     | 2    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.05     | 0.05  | 0.01  | 0.02 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.36     | 0.36  | 0.09  | 0.18 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.17     | 0.17  | 0.05  | 0.10 |
+-------+-----------+------+----------+-------+-------+------+
| alcgp | 0-39g/day | n    | 6        | 6     | 5     | 6    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.07     | 0.07  | 0.06  | 0.07 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.26     | 0.26  | 0.22  | 0.26 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.25     | 0.25  | 0.25  | 0.30 |
+       +-----------+------+----------+-------+-------+------+
|       | 40-79     | n    | 6        | 6     | 6     | 5    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.07     | 0.07  | 0.07  | 0.06 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.26     | 0.26  | 0.26  | 0.22 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.25     | 0.25  | 0.30  | 0.25 |
+       +-----------+------+----------+-------+-------+------+
|       | 80-119    | n    | 6        | 6     | 4     | 5    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.07     | 0.07  | 0.05  | 0.06 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.29     | 0.29  | 0.19  | 0.24 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.25     | 0.25  | 0.20  | 0.25 |
+       +-----------+------+----------+-------+-------+------+
|       | 120+      | n    | 6        | 6     | 5     | 4    |
+       +           +------+----------+-------+-------+------+
|       |           | cell | 0.07     | 0.07  | 0.06  | 0.05 |
+       +           +------+----------+-------+-------+------+
|       |           | row  | 0.29     | 0.29  | 0.24  | 0.19 |
+       +           +------+----------+-------+-------+------+
|       |           | col  | 0.25     | 0.25  | 0.25  | 0.20 |
+-------+-----------+------+----------+-------+-------+------+
> remix(cbind(...) ~ Species, iris)
cbind(Sepal.Length,Sepal.Width,Petal.Length,Petal.Width) ~ Species
==================================================================

+---------+------------+--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|                                     | mean  | sd   | quantile 0% | quantile 25% | quantile 50% | quantile 75% | quantile 100% | n  | na  |
+=========+============+==============+=======+======+=============+==============+==============+==============+===============+====+=====+
| Species | setosa     | Sepal.Length | 5.01  | 0.35 | 4.30        | 4.80         | 5            | 5.20         | 5.80          | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Sepal.Width  | 3.43  | 0.38 | 2.30        | 3.20         | 3.40         | 3.67         | 4.40          | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Petal.Length | 1.46  | 0.17 | 1           | 1.40         | 1.50         | 1.57         | 1.90          | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Petal.Width  | 0.25  | 0.11 | 0.10        | 0.20         | 0.20         | 0.30         | 0.60          | 50 | 0   |
+         +------------+--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         | versicolor | Sepal.Length | 5.94  | 0.52 | 4.90        | 5.60         | 5.90         | 6.30         | 7             | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Sepal.Width  | 2.77  | 0.31 | 2           | 2.52         | 2.80         | 3            | 3.40          | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Petal.Length | 4.26  | 0.47 | 3           | 4            | 4.35         | 4.60         | 5.10          | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Petal.Width  | 1.33  | 0.20 | 1           | 1.20         | 1.30         | 1.50         | 1.80          | 50 | 0   |
+         +------------+--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         | virginica  | Sepal.Length | 6.59  | 0.64 | 4.90        | 6.22         | 6.50         | 6.90         | 7.90          | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Sepal.Width  | 2.97  | 0.32 | 2.20        | 2.80         | 3            | 3.17         | 3.80          | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Petal.Length | 5.55  | 0.55 | 4.50        | 5.10         | 5.55         | 5.88         | 6.90          | 50 | 0   |
+         +            +--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+
|         |            | Petal.Width  | 2.03  | 0.27 | 1.40        | 1.80         | 2            | 2.30         | 2.50          | 50 | 0   |
+---------+------------+--------------+-------+------+-------------+--------------+--------------+--------------+---------------+----+-----+

> library(remix)
> ascii(remix(data = esoph))

> ascii(remix(cbind(...) ~ tobgp, esoph))

> ascii(remix(cbind(...) ~ Species, iris))